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Registration Open: Advanced Course on “Computational Approaches to Neuronal and Behavioral Data Analysis
by Leandro Aguiar Jan. 15, 2025

Jan. 15, 2025

Dear colleagues, Please share and disseminate through your network. On behalf of all the organizers, I am pleased to announce that registration is open for the Advanced Course on “Computational Approaches to Neuronal and Behavioral Data Analysis,” which will be held in a hybrid format: in-person at Braga, Portugal, and online via Zoom, from *April 22 to May 9, 2025*. Please refer to the course website for more information: https://meetings.embo.org/event/25-data-analysis The course will provide in-depth training across five specialized modules: 1. *Fundamentals of Programming and Python* – Covering Python basics, packages like NumPy, Pandas, and Matplotlib, and advanced exercises such as raster plot mapping. 2. *Behavioral Data Analysis* – Using tools like DeepLabCut for pose estimation and structuring datasets for behavioral insights. 3. *Calcium and Neurotransmitter Signal Analysis* – Focusing on fiber photometry, calcium imaging, and integrating behavioral data. 4. *Electrophysiological Data Analysis* – Exploring spike sorting, neuron clustering, and synchronizing electrophysiological data with behavioral events. 5. *fMRI Data Analysis* – Examining dynamic functional connectivity and group-level comparisons. This hybrid format allows participants worldwide to join either in person or online, making it accessible and flexible. We encourage researchers from Academia and Industry, at all career stages, to register and participate. Early registration is highly recommended due to limited in-person capacity and the hybrid nature of the event. For program details and registration, please visit: https://meetings.embo.org/event/25-data-analysis Thank you for sharing this exciting opportunity with your network. Best regards, Leandro Aguiar Postdoctoral Researcher Life and Health Sciences Research Institute (ICVS) School of Medicine, University of Minho

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Computational Visual Neuroscience Postdoc Position at EPFL in Geneva, Switzerland
by Ryan McNamara Jan. 15, 2025

Jan. 15, 2025

Dear Comp-Neuro, We are seeking a postdoctoral researcher for a one-year (renewable) project within the MIP:Lab of the Ecole Polytechnique Fédérale de Lausanne (EPFL) located at the Campus Biotech in Geneva, Switzerland. The project is at the interface between an industrial partner and the MIP:Lab headed by Prof. Dimitri Van De Ville. Start date is as soon as possible (date may be negotiable) and will last for approximately 15 months (renewable). At the end of the postdoc, there will be an opportunity to join the company as an employee. The post-doctoral researcher will join a team of academic and industrial group members to work on new computational modeling frameworks for rapidly time-varying functional networks in late sensory and non-sensory cortex in the context of biofeedback-influenced video viewing. A mix of theoretical, algorithmic, and empirical work is expected, in collaboration with an industrial partner in the healthcare technology/AI field providing behavioral and neural (streaming M/EEG) data. Some first-hand behavioral and neural data (M/EEG) is also expected to be acquired in the M/EEG Platform at the Campus Biotech. We are interested in maintaining the rich diversity in our work teams and encourage applications from all interested candidates. The salary range at EPFL is competitive and the quality of living in Switzerland is outstanding. Qualifications The ideal candidate will have a PhD, strong quantitative, signal processing, and machine learning skills, data analytic expertise (Python and Matlab), and expertise in visual neuroscience. Experience with neuroimaging is required, preferably with human subjects. The candidate should be creative, enjoy problem solving, and be prepared to collaborate within a larger team with diverse expertise. Experience in commercial biomedical development is also preferred. Appropriate background/training includes cognitive, computational, or systems neuroscience, psychology, and visual psychophysics. Application Instructions Please send your motivation letter, CV with publication list, one-page personal research statement, and contact information of three referees, to ryan.mcnamara(a)dandelion.science with subject line “[CV-POSTDOC] <Your Name>”.

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Transatlantic Behavioural Neuroscience Summer School, Argentina, Aug 11-22 2025, Deadline: Feb 25th
by Mateusz Kostecki Jan. 14, 2025

Jan. 14, 2025

Hello! We are happy to announce the fourth edition of our Transatlantic Behavioural Neuroscience School! It will be held Aug 11-22 in Buenos Aires, Argentina,. During our school you will learn how to deliver stimuli or modify the environment in which the animal is embedded with Arduino-based devices and Bonsai code; you will design and 3D-print cases and holders for your instruments. And then you will apply cutting-edge tools (like Deeplabcut or CEBRA) – to extract as much information as possible from your data. But that’s not everything. At TBNS you will listen to fascinating lectures and interact with speakers, who explored bold ideas and made their unique career paths. You will look at what behavior is through many lenses. Most importantly though, you will meet people with similar interests and goals. And you may become a part of our global Open Lab community, and help us to spread the knowledge further! More information and the application form can be found here - https://nenckiopenlab.org/tbns2025/. The deadline for application is Feb 25th, the fee is EUR 1500 but we have secured funding for fee waivers and travel grants if needed. With best wishes, TBNS Team -- --- Mateusz Kostecki PhD Student Knapska Laboratory Nencki Institute 02-093 Warsaw, Pasteura 3, Poland https://twitter.com/mtkostecki https://evolvingbehavior.blog/

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Research Fellow position in UCL London (United Kingdom):
by Tua Piehl Jan. 13, 2025

Jan. 13, 2025

*Research Fellow position in UCL Institute of Neurology: Electrophysiology and Computational Modelling of Neurological Diseases* We are seeking a Research Fellow to join our team and use Neuropixels technology in vivo to assess the excitability of brain regions in models of neurological diseases. This project is a key part of a broader research program focused on optimising gene therapy for neurological disorders, with the goal of clinical translation. The position is based at the Lignani Lab <https://www.lignanilab.com/>, within the UCL <https://www.ucl.ac.uk/ion/research/research-departments/department-clinical…>Department of Clinical and Experimental Epilepsy <https://www.ucl.ac.uk/ion/research/research-departments/department-clinical…> . The post is available from 01 February 2025 and is part of an Advanced Research + Invention Agency-funded project, subject to contract negotiations, until 31 January 2027 in the first instance. You will have a PhD or equivalent in Neuroscience (or a related discipline) as well as experience with experimental rodent models of neurological diseases (e.g., epilepsy, dementia, or schizophrenia) and proficiency in electrophysiology, stereotaxic surgery, and electrode implantation. Experience in programming (preferably in MATLAB or Python) and expertise working with rodents, including behavioural assessment and colony management in disease models, is also required for the role. *Application deadline is January 19th, 2025.* *Please apply here:* https://www.ucl.ac.uk/work-at-ucl/search-ucl-jobs/details?jobId=30716&jobTi… If you have any queries regarding the application process, please contact the Institute HR Team, UCL Queen Square Institute of Neurology, 23 Queen Square, London, WC1N 3BG (email: ion.hradmin(a)ucl.ac.uk) For informal enquiries about the role please contact Professor Gabriele Lignani (email: g.lignani(a)ucl.ac.uk) Best wishes, *Tua Piehl* *Research Administrative Assistant* *Lignani Lab* University College London | Queen Square Institute of Neurology | Department of Clinical and Experimental Epilepsy | Queen Square House | London UK, WC1N 3BG | t.piehl(a)ucl.ac.uk | www.lignanilab.com <https://eur01.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.lignan…> | twitter: *@LignaniLab_UCL <https://twitter.com/LignaniLab_UCL>*

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Postdoc positions in Cognitive Neuroscience, Computational Psychiatry and Developmental Psychology, University of Tuebingen, Germany
by Susan Fischer Jan. 13, 2025

Jan. 13, 2025

**Apologies for cross-posting** Dear colleagues, The "Developmental Computational Psychiatry" lab and the W3 professorship "Computational Psychiatry" led by Tobias Hauser at the University of Tübingen (Germany) is currently hiring new postdocs. The focus of the lab is to better understand the computational and neural mechanisms underlying decision making and learning, and how these processes go awry in patients with mental illnesses. The successful candidates will have the chance to work in a highly dynamic and inspiring environment and to collaborate closely with Prof Peter Dayan and the Max-Planck Institute for Biological Cybernetics. Concretely, we are looking for the following candidates: * Postdoc with experimental & neuroimaging (MEG / MRI) background More information about the positions can be found here: https://devcompsy.org/join-the-lab/ Interested candidates are encouraged to reach out to Tobias Hauser directly to informally discuss the positions. Best regards, Susan. ************************************************ Susan Fischer Coordinator Alexander von Humboldt Professorship Prof Peter Dayan & W3-Professorship ‘Computational Psychiatry’, Prof Tobias Hauser Eberhard Karls Universität Tübingen Equal Opportunities Officer Max Planck Institute for Biological Cybernetics Max-Planck-Ring 8 72076 Tübingen Germany ************************************************

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Free online lecture series 3rd February to 8th February , 2025 - "Data Science Fundamental and Ethical Practices."
by PRANAV NERURKAR Jan. 13, 2025

Jan. 13, 2025

Dear Sir/Madam 𝐆𝐫𝐞𝐞𝐭𝐢𝐧𝐠𝐬 𝐟𝐫𝐨𝐦 Bhartiya Vidhya Bhavan's Sardar Patel Institute of Technology ,Mumbai. We are delighted to inform you that the Department of Computer Science and Engineering is organizing an AICTE Training and Learning (ATAL) Academy -sponsored Online 6-days FDP on "Data Science Fundamental and Ethical Practices." [ No Registration Fees ] 𝐅𝐃𝐏 𝐃𝐮𝐫𝐚𝐭𝐢𝐨𝐧: 6 days Date :3rd February to 8th February , 2025 𝐓𝐢𝐦𝐞: 6:00 pm to 9:30 pm Mode: Online 𝐓𝐚𝐫𝐠𝐞𝐭 𝐀𝐮𝐝𝐢𝐞𝐧𝐜𝐞: Faculty members, research scholars, PG Students from AICTE recognized Engineering institutions, Universities and industry professionals... 𝐍𝐨 𝐑𝐞𝐠𝐢𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧 𝐅𝐞𝐞. 𝐏𝐚𝐫𝐭𝐢𝐜𝐢𝐩𝐚𝐧𝐭𝐬 𝐧𝐞𝐞𝐝 𝐭𝐨 𝐫𝐞𝐠𝐢𝐬𝐭𝐞𝐫 𝐟𝐨𝐫 𝐭𝐡𝐞 𝐅𝐃𝐏 𝐢𝐧 𝐭𝐡𝐞 𝐀𝐈𝐂𝐓𝐄 𝐀𝐓𝐀𝐋 𝐩𝐨𝐫𝐭𝐚𝐥 𝐠𝐢𝐯𝐞𝐧 𝐛𝐞𝐥𝐨𝐰: https://lnkd.in/dxjqcycE 𝐌𝐨𝐝𝐞 𝐨𝐟 𝐜𝐨𝐧𝐝𝐮𝐜𝐭𝐢𝐨𝐧: Online Renowned industrialists and Academicians will conduct the sessions in the domain of fundamentals of Data Science ,Artificial Intelligence, Deep Learning and ethical practices related to it 𝑺𝒐 𝑯𝒖𝒓𝒓𝒚 𝒖𝒑!!!! 𝑹𝒆𝒈𝒊𝒔𝒕𝒆𝒓 𝒚𝒐𝒖𝒓𝒔𝒆𝒍𝒇 𝒂𝒔 𝒆𝒂𝒓𝒍𝒚 𝒂𝒔 𝒑𝒐𝒔𝒔𝒊𝒃𝒍𝒆. 𝐏𝐫𝐨𝐜𝐞𝐬𝐬 𝐟𝐨𝐫 𝐑𝐞𝐠𝐢𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧: Link: - https://lnkd.in/dYmGF-Td After you click this link, please log in the with your username and password After successful login...Please click on Workshops After clicking on the Workshop link, On the dashboard : Select the state as Maharashtra Select Month as February Select Thrust area as Engineering and Management After doing this you can apply for the Faculty Development "Data Science Fundamentals and Ethical Practices. " Just click on + button to apply for 𝐅𝐃𝐏 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐍𝐮𝐦𝐛𝐞𝐫: 1730893479 𝐅𝐃𝐏 𝐂𝐨𝐨𝐫𝐝𝐢𝐧𝐚𝐭𝐨𝐫𝐬: Dr. D R Kalbande, Prof.Harshil Kanakia, Contact Person Prof.Harshil Kanakia, Assistant professor Email: harshilkanakia(a)spit.ac.in Mobile No. : 9819740847 Prof. Nikita Mishra, Assistant Professor Email ID: nikita.mishra(a)spit.ac.in Mobile No.9960245133 Prof. Swati Vyas, Assistant Professor Email ID: swati.vyas(a)spit.ac.in Mobile No.9460191074 Warm and Kind regards, *Pranav A. NERURKAR* Specialist - AI & Data science UTKARSH MINDS +91 961-999-77-97 pranav.nerurkar@ <amandine.deplantes(a)igonogo.io>utkarshminds.com www.utkarshminds.com Nirmala Sadan, Jaya Nagar, Kasturba cross road no. 1, Mumbai - 400066

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World wide VVTNS series (fifth season): Wednesday, January 15, 2025, at 11:00 am EST| Jonathan Pillow, University of Princeton
by David Hansel Jan. 12, 2025

Jan. 12, 2025

[image: VVTNS.png] https://www.wwtns.online <https://streaklinks.com/A9c7PbbpKY7PxB6PaAJWGD3-/https%3A%2F%2Fwww.wwtns.on…> - on twitter: wwtns@TheoreticalWide You are cordially invited to the lecture given by Jonathan Pillow University of Princeton on the topic of *New methods for tracking and control of dynamic animal behavior during learning* The lecture will be held on zoom on Wednesday, January 15, 2025, at *11:00 am EST * To receive the zoom link: https://www.wwtns.online/register-page *Abstract: * The dynamics of learning in natural and artificial environments is a problem of great interest to both neuroscientists and artificial intelligence experts. However, standard analyses of animal training data either treat behavior as fixed, or track only coarse performance statistics (e.g., accuracy and bias), providing limited insight into the dynamic evolution of behavioral strategies over the course of learning. To overcome these limitations, we propose a dynamic psychophysical model that efficiently tracks trial-to-trial changes in behavior over the course of training. In this talk, I will describe recent work based on a dynamic logistic regression model that captures the time-varying dependencies of behavior on stimuli and other task covariates, which we applied to mouse training data from the International Brain Lab (IBL). Secondly, I will discuss efforts to infer animal learning rules from time-varying behavior in order to characterize how they adjust their policy in response to reward. Finally, I will describe recent work on adaptive optimal training, which combines ideas from reinforcement learning and adaptive experimental design to formulate methods for inferring animal learning rules from behavior, and using these rules to speed up animal training. *About VVTNS : Launched as the World Wide Theoretical Neuroscience Seminar (WWTNS) in November 2020 and renamed in homage to Carl van Vreeswijk in Memoriam (April 20, 2022), Speakers have the occasion to talk about theoretical aspects of their work which cannot be discussed in a setting where the majority of the audience consists of experimentalists. The seminars, **held on Wednesdays at 11 am ET,** are 45-50 min long followed by a discussion. The talks are recorded with authorization of the speaker and are available to everybody on our YouTube channel.* ᐧ

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EMBO Course on Astrocyte Modeling (Padua, IT, April 10-11, 2025)
by De Pitta, Maurizio Jan. 10, 2025

Jan. 10, 2025

Dear colleagues, Please share and disseminate through your network. On behalf of all the organizers, I want to remind you that registration continues to be open for the EMBO Course on “Quantifying Astrocyte Physiology by Models from Genome to Circuits,” which will be held at the University of Padua in Padua, Italy, from April 10 to 11, 2025. Please refer to the course website for further information: https://sites.google.com/view/embo-satellite-meeting/home The course is a Satellite Event of the EMBO Meeting on “Astrocytes: From Molecules to Systems,” which will follow in nearby Venice a couple of days later (April 14–18, 2025). The EMBO Course “Quantifying Astrocyte Physiology by Models from Genome to Circuits” is a two-day intensive course aimed at teaching essential modeling approaches to harness astrocyte biology revolving around four main themes such as (i) astrocyte genomics, (ii) intracellular calcium signaling, (iii) tripartite synapses, (iv) neuron-astrocyte networks. The course is open to researchers of any level in the Academia and Industry. Registration Policy Attendance to the Course is limited to 50 participants due to limited seating. Registrants that are also planning to attend the EMBO Workshop “Astrocytes: From Molecules to Systems” should register through this latter’s website: https://meetings.embo.org/event/25-astrocytes People who will not be selected to attend the EMBO Workshop “Astrocytes: From Molecules to Systems” can still opt to attend the course by registering through the course website: https://sites.google.com/view/embo-satellite-meeting/home Thank you for considering the matter. Maurizio De Pitta ----- Maurizio DE PITTA Principal Investigator Neuron-Glia Interactions Lab (NGILab) Krembil Research Institute, 4KD-509 60 Leonard Ave, Toronto, ON M5T 0S8, CA +1.416.603.5800 ext. 3290 This e-mail may contain confidential and/or privileged information for the sole use of the intended recipient. Any review or distribution by anyone other than the person for whom it was originally intended is strictly prohibited. If you have received this e-mail in error, please contact the sender and delete all copies. Opinions, conclusions or other information contained in this e-mail may not be that of the organization. If you feel you have received an email from UHN of a commercial nature and would like to be removed from the sender's mailing list please do one of the following: (1) Follow any unsubscribe process the sender has included in their email (2) Where no unsubscribe process has been included, reply to the sender and type "unsubscribe" in the subject line. If you require additional information please go to our UHN Newsletters and Mailing Lists page. Please note that we are unable to automatically unsubscribe individuals from all UHN mailing lists. Patient Consent for Email: UHN patients may provide their consent to communicate with UHN about their care using email. All electronic communication carries some risk. Please visit the UHN website and search “Using email to Communicate with Your UHN Health Care Team” to learn about the risks of electronic communication and how to protect your privacy. You may withdraw your consent to receive emails from UHN at any time. Please contact your care provider, if you do not wish to receive emails from UHN.

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Approaching Deadline for the EMBO Astrocyte Conference (Venice IT, April 14-18, 2025)
by De Pitta, Maurizio Jan. 10, 2025

Jan. 10, 2025

Dear colleagues, As the deadline for registrations approaches—and if you have not already registered—we kindly remind you to register for the very first EMBO Workshop on "Astrocytes: From Molecules to Systems" that will take place April 14-18, 2025 on the exclusive premises of the Venice International University on San Servolo Island. For your convenience, please find the link here: https://meetings.embo.org/event/25-astrocytes Registrations close January 14, 2025. We would also like to ask for your support by helping us spread the word to your students and colleagues via social media (X/Twitter/Bluesky, #EMBOastrocytes) and University/Institute official channels. I remain available for any questions. On behalf of the Organizing Committee, Sincerely, Maurizio De Pitta ----- Maurizio DE PITTA Principal Investigator Neuron-Glia Interactions Lab (NGILab) Krembil Research Institute, 4KD-509 60 Leonard Ave, Toronto, ON M5T 0S8, CA +1.416.603.5800 ext. 3290 This e-mail may contain confidential and/or privileged information for the sole use of the intended recipient. Any review or distribution by anyone other than the person for whom it was originally intended is strictly prohibited. If you have received this e-mail in error, please contact the sender and delete all copies. Opinions, conclusions or other information contained in this e-mail may not be that of the organization. If you feel you have received an email from UHN of a commercial nature and would like to be removed from the sender's mailing list please do one of the following: (1) Follow any unsubscribe process the sender has included in their email (2) Where no unsubscribe process has been included, reply to the sender and type "unsubscribe" in the subject line. If you require additional information please go to our UHN Newsletters and Mailing Lists page. Please note that we are unable to automatically unsubscribe individuals from all UHN mailing lists. Patient Consent for Email: UHN patients may provide their consent to communicate with UHN about their care using email. All electronic communication carries some risk. Please visit the UHN website and search “Using email to Communicate with Your UHN Health Care Team” to learn about the risks of electronic communication and how to protect your privacy. You may withdraw your consent to receive emails from UHN at any time. Please contact your care provider, if you do not wish to receive emails from UHN.

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Info Day - International Master & PhD in Computational Neuroscience @ BCCN Berlin - 29.01.25
by Graduate Programs Jan. 10, 2025

Jan. 10, 2025

Dear Computational Neuroscientists, Please share the following event information with anyone who may be interested. We at the Bernstein Center for Computational Neuroscience (BCCN) Berlin will hold a hybrid "Info Day" to discuss our International Master & Doctoral Programs in Computational Neuroscience on Wednesday, January 29th, at 3pm (CET). Attendees are welcome to join in person at the BCCN Berlin or virtually via Zoom. The event will consist of talks by: * Prof. Dr. Klaus Obermayer (head of the programs) * Lisa Velenosi (teaching coordinator) * Current master and doctoral students Attendees will also have the opportunity to meet & discuss with current students and ask any questions or concerns that they may have. See our website <https://www.bccn-berlin.de/events-list/information-day-2025-international-g…> for a more detailed schedule and registration link. Best regards and happy new year, Lisa Velenosi -- Dr.Lisa Velenosi Teaching Coordinator of the SFB1315 & BCCN Berlin Humboldt-Universität zu Berlin Philippstraße 13, Haus 6; 10115 Berlin; Germany Tel: +49 (0)30 2093 6773 Tuesdays - Fridays; 9:00 - 15:00

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Workshop on Markerless Animal Tracking: 21 Feb, Berlin
by Davidson, Jacob Jan. 10, 2025

Jan. 10, 2025

Workshop on Markerless Animal Tracking February 21, 2025, 9:00 – 17:00 Harnack Haus, Berlin Description: Tracking animals in the lab or the field is a rapidly evolving discipline. With the rise of advanced machine learning algorithms, new tracking methods are emerging almost daily. But how do you select the best algorithm for your needs? Can you achieve high-quality tracking without tagging or marking animals? Is it possible to track multiple animals simultaneously—and how can this be done in practice? This one-day workshop provides hands-on experience with state-of-the-art markerless tracking techniques and their applications in studying animal behavior. Participants will gain practical insights into selecting the right methods for their research, along with guidance on effectively implementing these tools and techniques Lecturers: Angela Albi (MPI-AB) Tristan Walter (MPI-AB) Jacob Davidson (Ecodylic Science) Ahmed El Hady (Ecodylic Science) Who should attend?: Researchers and professionals in biology, neuroscience, psychology, and related fields. Registration Details: Fees: (lunch and coffee included at Harnack Haus) Academic: 80€ Industry: 200€ How to Register: Fill out the form at https://www.ecodylicscience.com/education/ and tell us a bit about why you’re interested in this workshop. We’ll review applications as they come in. Once accepted, you’ll receive a confirmation email with all the details, including payment instructions. Registration deadline: January 24, 2025 -- If you have any questions or need further information, please don’t hesitate to reach out. Best, Jacob Jacob Davidson | Ecodylic Science<https://www.ecodylicscience.com> | FU Berlin BioRobotics & MPI-Animal Behavior http://jacobdavidson.com

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[Meetings] CRNS Talk Series - Live Talk by Prof. Yukie Nagai - University of Tokyo - Japan
by Amir Aly Jan. 8, 2025

Jan. 8, 2025

Dear All * *Apologies for cross-posting** The* Center for Robotics and Neural Systems* (CRNS) is pleased to announce the talk of *Prof. Yukie Nagai* from the University of Tokyo - Japan on Wednesday, *January 22nd *from *11:00 AM* to *12:30 PM* (*London time*) over *Zoom*. *Thank you for forwarding the invitation to any of your colleagues who might be interested*. >> *Events*: The CRNS talk series will cover a wide range of topics including Social and Cognitive Robotics, Computational Neuroscience, Developmental Psychology, Computational Linguistics, Cognitive Vision, AI and Machine Learning, and healthcare. More details are available here: https://www.plymouth.ac.uk/research/robotics-neural-systems/whats-on <https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.plymo…> >> *Link for the next event (**No Registration is Required**)*: Join Zoom Meeting *https://plymouth.zoom.us/j/98403580358?pwd=LtPTIjfFa4aSfAQ1XxpHs6ZjqRPYTv.1&from=addon <https://plymouth.zoom.us/j/98403580358?pwd=LtPTIjfFa4aSfAQ1XxpHs6ZjqRPYTv.1…>* >> *Title of the talk: **Embodied Predictive Processing: New Horizons in Cognitive Developmental Robotics* *Abstract*: Cognitive developmental robotics seeks to uncover the mechanisms of human cognitive development by replicating these processes in robots. Since 2020, the field has made significant progress, demonstrating human-like cognitive behaviors in robots. One compelling advancement is the growing focus on predictive processing, a neuroscience theory posited as a unified principle of the brain. This theory offers a clear framework for understanding perception and action through minimizing prediction errors. Our research extends this concept to embodied predictive processing, explaining both continuity and diversity in cognitive development. We propose that the brain minimizes prediction errors through multimodal sensorimotor experiences in a social environment, with a robot's physical embodiment playing a crucial role. In this talk, I will highlight our latest findings, showcasing predictive processing as a unified theory of cognitive development and its implications for the future of cognitive developmental robotics. >> If you have any questions, please don't hesitate to contact me, Regards -------------------------------------------- *Dr. Amir Aly*, PhD, FHEA, SIEEE Lecturer in Artificial Intelligence and Robotics Programme Manager of Artificial Intelligence UK and Ireland IEEE RAS Chapter Vice Chair Centre for Robotics and Neural Systems (CRNS) School of Engineering, Computing, and Mathematics Room A307 Portland Square, Drake Circus, PL4 8AA University of Plymouth, UK

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PhD scholarship in Neuromusculoskeletal Modelling for Parkinson’s Disease at Technical University of Denmark
by stolu＠dtu.dk Jan. 8, 2025

Jan. 8, 2025

JOB DESCRIPTION https://efzu.fa.em2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1… Do you have a passion for computational neuroscience, neurorobotics, or bioengineering? If you are looking to establish your career as a scientist and want to work on cutting-edge biomedical research, this PhD scholarship might be the perfect opportunity for you. We offer a position where you will explore the frontiers of neuromusculoskeletal system modelling in collaboration with KTH Royal Institute of Technology. Your research will focus on the interaction between brain and body in Parkinson’s Disease (PD), with the goal of developing innovative tools for diagnosis and neurorehabilitation. Responsibilities and qualifications In this PhD project, you will study the brain-body interaction in PD by combining neural models with a musculoskeletal digital twin of rodent locomotion. You will work with cutting-edge technologies at DTU and KTH, developing computational models of the central nervous system and exploring how neural dynamics translate to motor control in PD. Your primary tasks will include: Developing a musculoskeletal digital twin for rodents and integrating it with brain models. Simulating healthy and PD motor control to investigate neural dynamics and dysfunctions. Collaborating with both DTU and KTH for joint supervision and coordinated research tasks. Conducting a research stay at KTH to test and evaluate techniques in collaboration with KTH’s Computational Brain Science group. Publishing research results in high-impact international journals. Your overall focus will be to strengthen the department’s competencies within machine learning, musculoskeletal modeling and simulation, and computational neuroscience. You will work with a team of researchers and with both academic and industrial partners in Denmark as well as abroad. Qualifications required: You must have a two-year master's degree (120 ECTS points) or a similar degree with an academic level equivalent to a two-year master's degree. You must hold a Master’s degree in Electrical Engineering, Bioengineering, or a similar field. Strong background in computational neuroscience, machine learning, musculoskeletal modeling, and robotics. Proven experience with data science, machine learning, or computational techniques in a cross-disciplinary environment. Excellent written and spoken English skills. A strong interest in working in a cross-disciplinary environment and excellent collaboration skills, Experience in the fields of robot programming, computer vision, mathematical modeling, machine learning, data science, and/or computational neuroscience is beneficial. The candidate should be prepared for a stay at KTH for several months. Approval and Enrolment The scholarship for the PhD degree is subject to academic approval, and the candidate will be enrolled in one of the general degree programmes at DTU. For information about our enrolment requirements and the general planning of the PhD study programme, please see DTU's rules for the PhD education. Assessment The assessment of applicants will be made by Associate Professor Silvia Tolu (DTU Electro) and Associate Professor Arvind Kumar (KTH). We offer DTU is a leading technical university globally recognized for the excellence of its research, education, innovation and scientific advice. We offer a rewarding and challenging job in an international environment. We strive for academic excellence in an environment characterized by collegial respect and academic freedom tempered by responsibility. Salary and appointment terms The appointment will be based on the collective agreement with the Danish Confederation of Professional Associations. The allowance will be agreed upon with the relevant union. The period of employment is 3 years. You can read more about career paths at DTU here. Further information For more information, you can contact Associate Professor Silvia Tolu (stolu(a)dtu.dk) Further details about the department can be found at DTU Electro. If you are applying from abroad, you may find useful information on working in Denmark and at DTU at DTU – Moving to Denmark. Furthermore, you have the option of joining our monthly free seminar “PhD relocation to Denmark and startup “Zoom” seminar” for all questions regarding the practical matters of moving to Denmark and working as a PhD at DTU. Application procedure Your complete online application must be submitted no later than 20 January 2025 (23:59 Danish time). Interviews will be held on an ongoing basis. Applications must be submitted as one PDF file containing all materials to be given consideration. To apply, please open the link "Apply now", fill out the online application form, and attach all your materials in English in one PDF file. The file must include: A letter motivating the application (cover letter) Curriculum vitae Grade transcripts and BSc/MSc diploma (in English) including official description of grading scale A project proposal for the position (max 2 pages). Proposals can include a research statement, a short plan related to the position, a plan for publications and research risk management. Optional: A list of scientific and technical publications, awards, and certifications that are relevant to the vacancy. Up to 3 relevant publications in related scientific fields. Up to 3 reference letters. You may apply prior to obtaining your master's degree but cannot begin before having received it. Applications received after the deadline will not be considered. All interested candidates irrespective of age, gender, disability, race, religion or ethnic background are encouraged to apply. As the position involves research in critical technology, which is subject to special rules for security and export control, among other things, open-source background checks will be conducted on qualified candidates for the position. Technology for people DTU develops technology for people. With our international elite research and study programmes, we are helping to create a better world and to solve the global challenges formulated in the UN’s 17 Sustainable Development Goals. Hans Christian Ørsted founded DTU in 1829 with a clear mission to develop and create value using science and engineering to benefit society. That mission lives on today. DTU has 13,500 students and 6,000 employees. We work in an international atmosphere and have an inclusive, evolving, and informal working environment. DTU has campuses in all parts of Denmark

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Submit Your Workshop Proposal for FRCCS 2025 by January 12, 2024
by Hocine Cherifi Jan. 8, 2025

Jan. 8, 2025

*Dear Colleagues,* Don’t miss the chance to shape the discussions at *FRCCS 2025* by proposing a workshop! The deadline for submissions is quickly approaching: *January 12, 2024* Workshops are a cornerstone of FRCCS, providing opportunities to: - ✅ Explore cutting-edge topics in complexity science. - ✅ Engage participants through discussions, panels, and demos. - ✅ Foster collaboration and shape the future of the field. *Submit Your Proposal Today for a **full- or half-day workshop* and join us in Bordeaux, France! 🔗 Submission Portal <https://cmt3.research.microsoft.com/FRCCS2025/> 🌐 More Info <https://iutdijon.u-bourgogne.fr/ccs-france/workshops-proposals/> We look forward to your innovative ideas and contributions! Warm regards, *The FRCCS 2025 Organizing Team* 🌐 Conference Website <https://iutdijon.u-bourgogne.fr/ccs-france/>

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GEM 2025 - Registration is open
by Vinita Samarasinghe Jan. 8, 2025

Jan. 8, 2025

Registration for GEM 2025 <https://for2812.rub.de/gem2025> has opened. The deadline for registration is 30.04.25. There is limited availability for our early career researcher events and places will be assigned on a first come first served basis. The DFG-funded research consortium “FOR 2812 – Constructing scenarios of the past” is proud to announce a *call for abstracts* for its biennial conference “/Generative Episodic Memory: Interdisciplinary persepectives from neuroscience, psychology and philosophy/” *GEM 202**5.* It will be held *in person* at the Ruhr University Bochum, Germany from 2^nd to 4^th June, 2025. For more information please visit https://for2812.rub.de/gem2025. Episodic memories are widely regarded as memories of personally experienced events. Early concepts about episodic memory were based on the storage model, according to which experiential content is preserved in memory and later retrieved. However, overwhelming empirical evidence suggests that the content of episodic memory is – at least to a certain degree – constructed in the act of remembering. Even though very few contemporary researchers would oppose this view of episodic memory as a generative process, it has not become the standard paradigm of empirical memory research. This is particularly true for studies of the neural correlates of episodic memory. Further hindering progress are large conceptual differences regarding episodic memory across different fields, such as neuroscience, philosophy, and psychology. This interdisciplinary conference therefore aims to bring together researchers from all relevant fields to advance the state of the art in the research on generative episodic memory. *Keynote speakers: * Ali Boyle (LSE); Neil Burgess (UCL); Iris Engelhard (U. Utrecht); Johannes Mahr (York U.); Jeremy Manning (Dartmouth) *Funding for early career researchers is available *(visit our ECR page <https://for2812.rub.de/gem2025/early_career_researcher_programs> for more details). *Abstract* submission deadline: 15.03.2025 Submission guidelines: Abstracts must be submitted in English and be no longer than 500 words. Submitted work must be original and unpublished and submitted electronically at https://www.conftool.net/gem202 <https://www.conftool.net/gem2023/>5/ <https://www.conftool.net/gem2023/>. Types of submissions: * Talk * Symposium: Must comprise 3 talks and be interdisciplinary in nature, i.e., talks must cover at least two of the following disciplines: computational neuroscience, philosophy, psychology, neuroscience. * Poster /*For more information please visit https://for2812.rub.de or contact Vinita Samarasinghe at for2812(a)rub.de */ Follow us on bluesky @for2812.bsky.social/* */ <https://bsky.app/for2812.bsky.social> Kind regards, Vinita -- Vinita Samarasinghe M.Sc., M.A. Science Manager Arbeitsgruppe Computational Neuroscience Institut für Neuroinformatik Ruhr-Universität Bochum, NB 3/73 Postfachnummer 110 Universitätstr. 150 D-44801 Bochum Tel: +49 (0)234 32 27996 Email:samarasinghe@ini.rub.de

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NEURON Spring course: March 9 - 14
by McDougal, Robert Jan. 7, 2025

Jan. 7, 2025

The 2025 NEURON Spring Course will be held at the Tempe campus of Arizona State University from Sunday, March 9, through Friday, March 14, 2025. This is basically the NEURON Summer Course but happening at a different time of the year. It will provide a thorough introduction to computational modeling of neurons and networks with NEURON, and is suitable for individuals at all levels of expertise. The registration deadline is Friday, February 28, 2025. No applications will be accepted after that date, and there will be no on-site registration. Space is limited, and applications will be considered in the order received. For more information and the on-line application form, see: The 2025 NEURON Spring Course<https://www.neuron.yale.edu/phpBB/viewtopic.php?p=20497>

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4-year funded PhD position at the Action Prediction Lab (Patric Bach, School of Psychology, University of Aberdeen, Scotland)
by Moritz Wurm Jan. 7, 2025

Jan. 7, 2025

We are seeking for a highly motivated PhD candidate to join the Action Prediction Lab <https://www.actionprediction.org/> at the School of Psychology, University of Aberdeen, Scotland. The position is for 4 years and includes a collaboration with the Action Recognition and Concepts Lab <https://sites.google.com/site/moritzfwurm> at CIMeC, University of Trento, Italy. The deadline is January 17, 2025 (please note that two references need to be added to the application by the deadline). Please apply here <https://www.findaphd.com/phds/project/eastbio-neurocognitive-mechanisms-of-…>. Project description: Humans are able to perspective-take and visualise how a scene looks from other locations in space and from the perspective of people in these locations. However, the cognitive and brain mechanisms that underpin this fundamental ability are unclear. Here, we will use model-based univariate and multivariate EEG and fMRI decoding techniques to reveal how people take perspectives different from their own.

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[jobs] Postdoc/PhD positions in Toulouse (France): Deep learning models of the Global Workspace
by Rufin VanRullen Jan. 7, 2025

Jan. 7, 2025

Multiple postdoctoral and PhD positions are available in an ERC-funded project exploring deep-learning implementations of the Global Workspace theory. We are seeking highly motivated and dedicated students and post-docs to join our group in Toulouse, France in the Fall of 2025. Successful candidates will have formal training in AI, Computer Science or related fields (e.g. computational neuroscience), and a keen interest in cognitive neuroscience. Our ERC Advanced Grant "GLoW" (2023-2028) aims to take inspiration from neuroscience and cognitive theories to build deep neural network models of cognition, capable of integrating or "grounding" information across sensory and linguistic modalities, and of displaying flexible cognitive behavior. We will also use advanced AI models to improve the decoding and understanding of brain activity. Details on the ideas that will be developed in the project can be found in this Opinion paper <https://www.cell.com/trends/neurosciences/fulltext/S0166-2236(21)00077-1>. The project is headed by Rufin VanRullen (CNRS, Toulouse, France), with external advisors Ryota Kanai (Araya, Tokyo, Japan) and Murray Shanahan (ICL/Deepmind, London, UK). Our lab <https://rufinv.github.io/> is part of the CerCo Institute <https://cerco.cnrs.fr/en> as well as the Artificial and Natural Intelligence Toulouse Institute (ANITI) <https://aniti.univ-toulouse.fr/en/>. Our team has many opportunities to collaborate with neuroscientists, computer scientists, linguists, roboticists etc. We have direct access to fMRI recording facilities and to in-house (GPU) computing clusters as well as research-dedicated supercomputers. Typical appointments for post-docs are for 2 years (renewable for a 3rd or 4th year), and 3-years for PhD. The beginning post-doc salary is 2,700 Euros/month (net), and can reach 3,300 Euros/month (net) for more experienced post-docs. The PhD stipend is 2,000 Euros/month (net). We expect to hire several candidates by the Fall of 2025, but will continue to recruit exceptional applicants in the foreseeable future. To apply, please send a CV and a letter <mailto:rufin.vanrullen@cnrs.fr> explaining your research interests and motivations to: rufin.vanrullen [at] cnrs.fr Any questions should also be directed to the same address. Applications received before April 1st, 2025 will be given full consideration, but we will continue to accept outstanding applications after this date. --

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The Algonauts Project 2025 challenge is now live: How the Human Brain Makes Sense of Multimodal Movies
by The Algonauts Project Jan. 7, 2025

Jan. 7, 2025

Dear Colleagues, We announce the 2025 challenge sponsored by The Algonauts Project <https://algonautsproject.com/>: How the Human Brain Makes Sense of Multimodal Movies. We invite you to join us in this competition to develop the best brain encoding models that are multimodal and that well generalize beyond their training distribution. The challenge is based on data from CNeuroMod <https://www.cneuromod.ca/>, the largest dataset of human brain fMRI responses to multimodal movies. Participants whose models most closely match recorded brain data (top 3) will receive monetary prizes for a total of 17,000 € (1st 9,000 €; 2nd 5,000 €; 3rd 3,000 €), and will be invited to present their winning models at this year’s Cognitive Computational Neuroscience (CCN) <https://2025.ccneuro.org/> conference, in Amsterdam, in August 2025. The challenge is open to all, and provides transparent, directly comparable results through a public leaderboard that is updated automatically after each submission to facilitate rapid model assessment and guide development. Submission deadline: July 13, 2025 Website: https://algonautsproject.com/ Email: algonauts.mit(a)gmail.com Bluesky: @algonautsproject.bsky.social <https://bsky.app/profile/algonautsproject.bsky.social> X: @AlgonautsProj <https://x.com/AlgonautsProj> We look forward to your participation in the challenge! The Algonauts Project Team Algonauts Project 2025 Challenge Team: Alessandro Gifford, Freie Universität Berlin Domenic Bersch, Goethe University Frankfurt Marie St-Laurent, CRIUGM Basile Pinsard, CRIUGM Julie Boyle, Université de Montréal Lune Bellec, Université de Montréal Aude Oliva, Massachusetts Institute of Technology Gemma Roig, Goethe University Frankfurt Radoslaw Cichy, Freie Universität Berlin

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CFP - 2025 IEEE International Conference on Advanced Robotics and Its Social Impacts (ARSO 2025)
by nagai.yukie＠mail.u-tokyo.ac.jp Jan. 6, 2025

Jan. 6, 2025

Dear colleagues, The deadline for submitting organized session proposals for ARSO2025 is approaching on January 15th. We look forward to receiving your submissions. --- 2025 IEEE International Conference on Advanced Robotics and Its Social Impacts (ARSO 2025) July 17th-19th, 2025, Osaka, Japan https://ieee-arso.org Advanced robots are expected to enter in promising applications in our future society and bring substantial impacts. The increasing implementation of AI-based components even broaden their fields of application. To ensure that these impacts are positively reflected, today, we need to extend views not only on technical aspects but also on social challenges that we might face, including safety, regulation, ethics, human factors, and philosophy. The topics of ARSO 2025 include, but are not limited to the following: • Human-robot interaction in physical & psychological aspects • Safety standards for advanced robots & autonomous systems • Legal and ethical issues for advanced robots • Impact of robotics on society, e.g. robot business, marketing & economic impact • Robotics for sustainability, climate change or civil aid • Advanced industrial robots for future manufacturing • Healthcare & medical applications • Rehabilitation and transfer robotics • Service & assistance applications • Entertainment & education robotics • Robotics & autonomous driving • Bio-inspired robotics • Soft and wearable robotics Important Dates: Submission of Organized Session Proposal: Jan. 15, 2025 Initial Paper Submission: Feb. 28, 2025 Workshop Proposal Submission: Feb. 28, 2025 Notification of Paper Acceptance: Apr. 28, 2025 Final Paper Submission: May 30, 2025 General Chairs: Minoru Asada, Japan Silvia Rossi, Italy Program Chairs: Kensuke Harada, Japan Emel Demircan, USA Astrid Weiss, Austria Best regards, Yuji Kawai and Yukie Nagai, Publicity Chairs of ARSO2025 — Yukie Nagai, Ph.D. Project Professor, The University of Tokyo nagai.yukie(a)mail.u-tokyo.ac.jp | https://developmental-robotics.jp CREST Cognitive Feelings: https://cognitive-feeling.jp CREST Cognitive Mirroring: https://cognitive-mirroring.org

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World wide VVTNS series: Wednesday, January 8, 2025, at 11:00 am EST| Dmitry Krotov, IBM Research, Cambridge, USA
by David Hansel Jan. 5, 2025

Jan. 5, 2025

[image: VVTNS.png] https://www.wwtns.online <https://streaklinks.com/A9c7PbbpKY7PxB6PaAJWGD3-/https%3A%2F%2Fwww.wwtns.on…> - on twitter: wwtns@TheoreticalWide VVTNS 2025 Opening Lecture & 2024 Nobel prize in Physics celebration You are cordially invited to the lecture given by Dmitry Krotov IBM Research, Cambridge USA on the topic of Dense associative memory and its potential role in brain computation The lecture will be held on zoom on Wednesday, January 8, 2025, at *11:00 am EST * To receive the zoom link: https://www.wwtns.online/register-page *Abstract: * Dense Associative Memories (Dense AMs) are energy-based neural networks that share many desirable features of celebrated Hopfield Networks but have superior information storage capabilities. In contrast to conventional Hopfield Networks, which were popular in the 1980s, DenseAMs have a very large memory storage capacity - possibly exponential in the size of the network. This aspect makes them appealing tools for many problems in AI and neurobiology. In this talk I will describe two theories of how DenseAMs might be built in biological “hardware”. According to the first theory, DenseAMs arise as effective theories after integrating out a large number of neuronal degrees of freedom. According to the second theory, astrocytes, a particular type of glia cells, serve as core computational units enabling large memory storage capabilities. This second theory challenges a common point of view in the neuroscience community that astrocytes play the role of only passive house-keeping support structures in the brain. In contrast, it suggests that astrocytes might be actively involved in brain computation and memory storage and retrieval. This story is an illustration of how computational principles originating in physics may provide insights into novel AI architectures and brain computation. *About VVTNS : Launched as the World Wide Theoretical Neuroscience Seminar (WWTNS) in November 2020 and renamed in homage to Carl van Vreeswijk in Memoriam (April 20, 2022), Speakers have the occasion to talk about theoretical aspects of their work which cannot be discussed in a setting where the majority of the audience consists of experimentalists. The seminars, **held on Wednesdays at 11 am ET,** are 45-50 min long followed by a discussion. The talks are recorded with authorization of the speaker and are available to everybody on our YouTube channel.* ᐧ

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Join Us at Pre-COSYNE Brainhack 2025 in Montreal!
by Ryan Ly Jan. 3, 2025

Jan. 3, 2025

Dear Community, We are excited to announce the Pre-COSYNE Brainhack 2025, a hackathon taking place on March 25-26 in Montreal, Canada, just before the COSYNE conference! This event brings together open science enthusiasts to collaborate on projects in computational and systems neuroscience. This year’s suggested theme is Data Pipelines & Reproducibility, but participants are welcome to explore any topic. Key Details: 📅 Dates: March 25-26, 2025 📍 Location: Mila, Montreal, Canada 👥 Participants: Limited to 50 📑 Application Deadline: January 10 Why Attend? - Collaborate with like-minded researchers. - Explore and create open-source tools. - Network across institutions and backgrounds. Learn more and apply here: https://pre-cosyne-brainhack.github.io/hackathon2025/posts/about/ Questions? Please reach out to us directly. We hope to see you in Montreal! Warm regards, The Pre-COSYNE Brainhack Organizers

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PhD and Postdoc positions [Neuro-AI lab @ Technion] - Stefano Recanatesi
by Stefano Recanatesi Jan. 2, 2025

Jan. 2, 2025

*PhD and PostDoc Positions Available: Neuro-AI Lab at Technion* *About Us: *The Technion Neuro-AI Lab is at the forefront of research into the computational mechanisms of biological and artificial neural networks. Our diverse projects range from developing Brain-Computer Interfaces (BCIs) for both rodents and humans to creating theoretical and computational models of neural activity, and training cutting-edge machine-learning models, including large language models (LLMs). *University Environment: *Join us at Technion, where we offer a world-class research environment equipped with state-of-the-art facilities and interdisciplinary training programs. The lab is part of the Technion AI community (ranked 1st <https://csrankings.org/#/fromyear/2020/toyear/2024/index?ai&vision&mlmining…> in Europe) and the (nobel prize winning <https://www.technion.ac.il/en/2024/10/nobel-prize-winners-mark-20th-anniver…>) Medical faculty. There is a vibrant international community and the Lab strongly encourages international mobility, supporting students in undertaking internships and research collaborations abroad (especially if the political situation requires it). *Lab Homepage:* Technion Neuro-AI Lab <https://sites.google.com/view/technionneuroailab/home> *Project Descriptions & Candidate Profiles:* We are seeking candidates with computational/theoretical or experimental expertise in the following areas: - *Computational Projects:* - Focus: Machine learning, artificial intelligence, and training of various network algorithms. - Relevant Backgrounds: Computer Science, Electrical Engineering, Data Science, etc. - *Theoretical Projects:* - Focus: Developing theoretical and computational predictions for neural experiments. - Relevant Backgrounds: Physics, Mathematics, Applied Mathematics, Computer Science, etc. - *Experimental Collaborations:* - Focus: Developing experimental setups with advanced computational tools for BCIs in collaboration with partner labs. - Relevant Backgrounds: Neuroscience, Biology, Medicine, etc., with strong computational skills. *What We Offer:* - A stimulating and supportive research environment. - Access to state-of-the-art equipment and infrastructure. - Opportunities for interdisciplinary scientific development. - An international and collaborative team atmosphere. - Comprehensive training in a wide range of scientific skills. - Opportunities to present your research at international conferences and workshops. - Extensive support for career development beyond your Ph.D. *Application Deadline: *We encourage candidates to apply as soon as possible. Our goal is to fill positions by Spring 2025. *How to Apply:* Please send your CV and full academic transcript directly to Prof. Stefano Recanatesi (stefano(a)technion.ac.il)

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Call for Papers: Neuromorphic Artificial Intelligence and Its Applications: Retrospective and Prospective
by Vassilis Cutsuridis Dec. 31, 2024

Dec. 31, 2024

Dear colleagues, We would like to invite you to submit an article to the Special Issue "Neuromorphic Artificial Intelligence and Its Applications: Retrospective and Prospective<https://www.mdpi.com/journal/brainsci/special_issues/ID2J799RH5>" organized by the Brain Sciences journal (MDPI). Scope Neuromorphic artificial intelligence (AI), inspired by the structures of brains, constitutes a new shift in the development of AI technology that is able to process vast amounts of information extremely quickly, accurately, and expending far less energy than any AI/DL system. It is unparalleled in its ability to rapidly, and on its own, adapt and learn from changing and unexpected environmental contingencies with very limited resources. Because it utilizes event-based processing in which neurons spike only in response to specific stimuli, at any given time only a small fraction of neurons is active, drastically reducing energy consumption. Thus, neuromorphic AI is ideal for low-power devices such as mobile phones or cameras and, because it utilizes temporal coding as a form of efficient information processing, it is extremely precise and fast allowing visual recognition in the human brain to be achieved in less than 100ms. To learn stably about the world, it uses temporal learning, a type of continual learning that depends on the timing of spikes. Neuromorphic AI is expected to open new roads to computing technologies (software and hardware) and pave the way to true artificial general intelligence. This Special Issue aims to solicit articles that report state-of-the-art approaches to and recent advances in: 1. Novel neuromorphic architectures and models constrained by neurobiological data from multiple levels of detail showing mastery in all faculties, including sensory recognition, learning and memory, decision making, cognitive control, reasoning, language processing, and consciousness; 2. Learning algorithms constrained by the limits of biology and neuromorphic hardware; 3. Neuromorphic hardware (sensors, chips, cameras, etc.) for cognitive systems; 4. Applications of neuromorphic architectures or hardware to cognitive robotics; 5. Application of neuromorphic architectures or hardware to all other aspects of science and technology including healthcare, medical imaging, environment, etc.; This Special Issue will bring together scientists with diverse backgrounds to discuss current concepts and exciting new results in this broad field, cutting across disciplines and focusing on topics that have a high potential to synergize. It is expected that this Special Issue will generate valuable new insights and highlight promising directions of future progress. Research articles, review articles, opinion articles, theory and hypothesis articles, short communications. Manuscript Submission Information Manuscripts should be submitted online at www.mdpi.com<https://www.mdpi.com/> by registering<https://www.mdpi.com/user/register/> and logging in to this website<https://www.mdpi.com/user/login/>. Once you are registered, click here to go to the submission form<https://susy.mdpi.com/user/manuscripts/upload/?journal=brainsci>. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website. Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors<https://www.mdpi.com/journal/brainsci/instructions> page. Brain Sciences<https://www.mdpi.com/journal/brainsci/> is an international peer-reviewed open access monthly journal published by MDPI. Please visit the Instructions for Authors<https://www.mdpi.com/journal/brainsci/instructions> page before submitting a manuscript. The Article Processing Charge (APC)<https://www.mdpi.com/about/apc/> for publication in this open access<https://www.mdpi.com/about/openaccess/> journal is 2200 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service<https://www.mdpi.com/authors/english> prior to publication or during author revisions. Deadline for manuscript submissions: 31 August 2025 Best wishes, Vassilis Cutsuridis --- Dr Vassilis Cutsuridis Associate Professor in Computer Science School of Engineering, Computing and Mathematics University of Plymouth, Drake Circus, Plymouth, UK, PL4 8AA Email: vassilis.cutsuridis(a)plymouth.ac.uk Web: https://www.plymouth.ac.uk/staff/vassilis-cutsuridis *** I work strange hours. You may receive emails from me outside of office hours, but please do not feel you need to reply outside of office hours. ________________________________ [https://www.plymouth.ac.uk/images/email_footer.gif]<http://www.plymouth.ac.uk/worldclass> This email and any files with it are confidential and intended solely for the use of the recipient to whom it is addressed. If you are not the intended recipient then copying, distribution or other use of the information contained is strictly prohibited and you should not rely on it. If you have received this email in error please let the sender know immediately and delete it from your system(s). Internet emails are not necessarily secure. While we take every care, University of Plymouth accepts no responsibility for viruses and it is your responsibility to scan emails and their attachments. University of Plymouth does not accept responsibility for any changes made after it was sent. Nothing in this email or its attachments constitutes an order for goods or services unless accompanied by an official order form.

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Deadline extended School on the Origins of Life, Behavior and Cognition 2025
by Ahmed El Hady Dec. 30, 2024

Dec. 30, 2024

*School on the Origins of Life, Behavior and Cognition* *March 10-21, 2025* *ICTP-SAIFR, São Paulo, Brazil* */Application Deadline:/ January 5, 2025* School on Origins is an interdisciplinary school that tackles the foundational questions concerning the origins of biophysical systems which include but are not limited to : molecular, cellular, neural and behavioral systems. We aim to find principles shared across systems using tools from statistical physics, mathematical analysis and numerical simulations to explore these questions. We have invited researchers that work both on the experimental and theoretical side to cover a variety of biophysical systems and theoretical approaches. The school is aimed at graduate students either at the master’s or PhD level who have a strong quantitative background and a keen interest to pursue interdisciplinary research. We invite students pursuing degrees in physics, computer science, engineering, or mathematics. Those pursuing degrees in biology need to provide evidence of strong and extensive quantitative background in topics such as calculus, dynamical systems and numerical programming. /There is no registration fee and limited funds are available for travel and local expenses./ *Organizers:* * *Ahmed El Hady* (Cluster of Excellence Centre for the Advanced Study of Collective Behaviour, University of Konstanz, Germany.) * *Antonio C. Roque* (USP Ribeirão Preto, Brazil) * *Daniel Y. Takahashi* (UFRN, Brazil) *Lecturers:* * *Suzanne Still* (University of Hawaii at Mānoa, USA) * *Randall Beer* (Indiana University Bloomington, USA) * *Asif Ghazanfar* (Princeton University, USA) * *Don Katz* (Brandeis University, USA) * *Gandhimohan M. Viswanathan* (Universidade Federal do Rio Grande do Norte – UFRN, Brazil) * *Bruno Mota* (Federal University of Rio de Janeiro, Brazil) * *Ana Amador* (University of Buenos Aires, Argentina ) All details and application procedure can be found here: https://www.ictp-saifr.org/solbc2025/ All the best, Ahmed El Hady Dr. Ahmed El Hady Research Group Leader Cluster for Advanced Study of Collective Behavior University of Konstanz / Max Planck Institute of Animal Behavior Universitätsstraße 10, 78464 Konstanz Room ZT 907 Postbox 687 Tel.: +49 7531 88-4742

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