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Postdoctoral position in modelling and analysis of foraging behavioural and physiological data ( deadline 15th June 2025)
by Ahmed El Hady April 16, 2025

April 16, 2025

Dear Colleagues, We are seeking a PostDoc with a quantitative background who has finished (or about to finish) a doctoral degree in a quantitative field preferably but not limited to physics or engineering. The candidate should show enthusiasm for analysing large scale data sets that include but not limited to: behavioural, neural and physiological data. Experience with machine learning techniques and animal tracking software programs is preferred but not required. The researcher will be based in the integrative biophysics group at the University of Konstanz and Max Planck Institute of Animal Behavior, located in Konstanz, Germany. The Postdoc will be working as part of a recently funded Human Sciences Frontiers Program (HSFP) research grant ‘”Neurometabolic mechanisms underlying social foraging” in collaboration with the experimental groups of Robert Froemke (New York University) and Jee Hyun Choi (Korean Institute of Science and Technology). The project aims to understand neuro-metabolic mechanisms underlying social foraging. The PostDoc will have the opportunity to travel to the experimental collaborators in New York and Seoul. The Integrative Biophysics group <https://www.exc.uni-konstanz.de/collective-behaviour/about-us/people/integr…> at the CASCB led by Dr. Ahmed El Hady is focused on theoretical and computational understanding of mechanisms underlying foraging. The postdoc position will be embedded within the highly collaborative environment of the cluster for advanced study of collective behavior at the University of Konstanz. The expected starting date is 01/10/2025 and deadline for application is 15/06/2025. For more information and application , please visit the website: https://stellen.uni-konstanz.de/jobposting/81733e4ecac1d2fc0a665bdc65478a78… For questions about the position , please do not hesitate to contact me via email : ahmed.el-hady(a)uni-konstanz.de All the best regards, Ahmed El Hady Dr. Ahmed El Hady Research Group leader Integrative biophysics group Cluster for Advanced Study of Collective Behavior Max Planck Institute of Animal Behavior Universitätsstraße 10, 78464 Konstanz Room ZT 907 Postbox 687 Tel.: +49 7531 88-4742

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NEST Conference 2025 - Extension of abstract submission deadline
by Hans Ekkehard Plesser April 15, 2025

April 15, 2025

Dear colleagues, The abstract submission deadline for the NEST Conference 2025 has been extended to 30 April. We are inviting contributions to the conference, including talks, "posters" and workshops on specific topics. We are looking forward to your contributions! The NEST Conference provides an opportunity for the NEST Community to meet, exchange success stories, swap advice, learn about current developments in and around NEST spiking network simulation and its application. Take the opportunity to advance your skills in using NEST at our hands-on workshops! This year's conference will again take place as a virtual conference on Tuesday/Wednesday 17/18 June 2025. We are delighted to welcome * Marja-Leena Linne, Tampere University, Finland * Daniela Gandolfi, Università degli Studi di Modena e Reggio Emilia, Italy * Barna Zajzon, Forschungszentrum Jülich, Germany * Bernhard Vogginger, TU Dresden, Germany as keynote speakers at the conference. For more information on how to submit your contribution, register and participate, please visit the conference website https://nest-simulator.org/conference Important dates 25 April 2025 - Deadline for NEST Initiative membership applications eligible for fee reduction 30 April 2025 - Extended deadline for submission of contributions 09 May 2025 - Notification of acceptance 11 June 2025 - Registration deadline 17 June 2025 - NEST Conference 2025 starts We are looking forward to seeing you all in June! Hans Ekkehard Plesser and the conference organizing committee -- Prof. Dr. Hans Ekkehard Plesser Research Committee Chair, Faculty of Science and Technology Head, Department of Data Science Department of Data Science Faculty of Science and Technology Norwegian University of Life Sciences PO Box 5003, 1432 Aas, Norway Phone +47 6723 1560 Email hans.ekkehard.plesser(a)nmbu.no<mailto:hans.ekkehard.plesser@nmbu.no> Home http://arken.nmbu.no/~plesser

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Professor (W3) of Machine Learning at Ulm University
by Friedhelm Schwenker April 15, 2025

April 15, 2025

*The Faculty of Engineering, Computer Science and Psychology at Ulm University (Germany),* *Institute of Neural Information Processing, is seeking to fill the position, starting as soon as possible, of* Professor (W3) of Machine Learning at the Institute of Neural Information Processing Please find more details at https://stellenangebote.uni-ulm.de/jobposting/69ccf89615183cae538094ff0314e… -- Prof. Dr. Friedhelm Schwenker University of Ulm Institute of Neural Information Processing D-89069 Ulm, Germany phone: +49-731-50-24159 fax: +49-731-50-24156 email:friedhelm.schwenker@uni-ulm.de www:https://www.uni-ulm.de/in/neuroinformatik/institut/hidden/f-schwenker/

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Summer School "Advanced tools for data analysis in Neuroscience" in Strasbourg
by Axel Hutt April 15, 2025

April 15, 2025

************************************************************************************ Summer School "Advanced tools for data analysis in Neuroscience" ************************************************************************************ When: Sept 11 - 20 2025 Where: Strasbourg, France Part I: Introduction to Python Programming (Thursday, September 11 to Friday, September 12) Part II: School with lectures and student projects (Monday, September 15 to Saturday, September 20) Local Organising Committee: * Jyotika Bahuguna, LNCA, University of Strasbourg * Demian Battaglia, LNCA, University of Strasbourg * Romain Goutagny, CNRS, University of Strasbourg * Axel Hutt, INRIA, University of Strasbourg * Arvind Kumar, KTH Royal Institute of Technology, Sweden and USIAS, University of Strasbourg * Philippe Isope, CNRS, University of Strasbourg * Christophe Pouzat, IRMA, University of Strasbourg * Antoine Valera, CNRS, University of Strasbourg Faculty: * Charlotte Bichara, CNRS, University of Strasbourg * Matilde Cordero-Erausquin, CNRS, University of Strasbourg * Pascale Quilichini, INSERM, Aix-Marseille University * Aline Stephan, University of Strasbourg * Greg Stephens, University of Amsterdam * Yaroslav Sych, CPJ CNRS, university of Strasbourg Registration deadline is May 31. For more details and information how to apply, please see [ https://shorturl.at/3xbiZ | shorturl.at/3xbiZ ] .

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Free Proceedings Access – Submit to COMPLEX NETWORKS 2025 in Binghamton, NY,USA !
by Hocine Cherifi April 15, 2025

April 15, 2025

Last December in Istanbul, over 200 researchers came together to share the latest in *network science, graph learning, and complex systems* at *COMPLEX NETWORKS 2024*. 📚 We’re now offering you *free access* to the full Springer proceedings (Volumes 1–4), featuring high-impact contributions across disciplines: 👉 Access the proceedings (until May 31, 2025) <https://complexnetworks.org/proceedings/> ------------------------------ 🚀 *Be part of what’s next.* Submit your work to *COMPLEX NETWORKS 2025*, held in *Binghamton, NY (USA)*, from *December 9–11, 2025*. 📌 *Important Dates* - Submission Deadline: *September 2, 2025* - Tutorials: *December 8, 2025* - Conference: *December 9–11, 2025* - Springer Proceedings Publication 📖 *Submission Options* - ✅ Full Papers (max 12 pages) – Springer LNCS - ✅ Extended Abstracts (max 4 pages) – Book of Abstracts with ISBN 🏆 Selected papers will be invited to journals including: - *PLOS Complex Systems* - *Applied Network Science (Springer)* - *Advances in Complex Systems (World Scientific)* - *Entropy (MDPI)* - *Social Network Analysis and Mining (Springer)* 📩 Submit your paper <https://cmt3.research.microsoft.com/COMPLEXNETWORKS2025/> 🌐 More info <https://complexnetworks.org/> We look forward to your contribution to this dynamic community! Best regards, *The COMPLEX NETWORKS 2025 Organizing Committee* 📧 hocine.cherifi(a)gmail.com | 🌐 complexnetworks.org

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OPM-MEG FLUX toolkit 9-12 June, University of Oxford
by Tara Ghafari April 14, 2025

April 14, 2025

Dear all, We are delighted to announce the first OPM-FLUX toolkit to be held 9th-12th June 2025 at St. Catherine's College at the University of Oxford. The OPM-FLUX toolkit course provides a comprehensive introduction to analysing OPM-MEG data using OPM-FLUX, an advanced analysis pipeline for human electrophysiological data. Originally designed for SQUID-based MEG, the FLUX pipeline has been adapted for OPM-MEG. While OPM-MEG offers exciting opportunities in cognitive and clinical neuroscience, analysing its data can be challenging due to technical complexities and a lack of standardised methods. To meet the increasing demand for accessible training in this area, we have developed the FLUX toolkit, built on MNE-Python, a leading MEG analysis toolbox. Participants will be taught the theoretical foundations of OPM sensors and human electrophysiology and gain practical experience with OPM FLUX. In the mornings we will have lectures on the basics data analysis as well as examples on novel cognitive neuroscience research based MEG or OPM-MEG. In the afternoon we will have hands-on data analysis workshops applying the OPM-FLUX pipeline on a data set collected from the local OPM systems. Will cover the analysis of FieldLine as well Cerca/QuSpin data. The analysis sections will include the BIDS format, preprocessing, event-related fields, spectral analysis, source modelling, and multivariate pattern analysis. We will not provide hands-on training on the actual data acquisition but we will outline the general steps required. For details and registration please see https://www.neuosc.com/fluxtoolkit2025 ======================= Tara Ghafari, MD-PhD Postdoctoral Research Associate Department of Psychiatry University of Oxford tara.ghafari(a)psych.ox.ac.uk <mailto:tara.ghafari@psych.ox.ac.uk>

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Generative Episodic Memories 2025 - Registration deadline 30.04.2025
by Vinita Samarasinghe April 14, 2025

April 14, 2025

*Registration deadline for GEM 2025: 30.04.2025 * GEM 2025 <https://for2812.rub.de/gem2025> will be held at the Ruhr University Bochum from 2nd to 4th June 2025. This conference cuts across subject boundaries and provides a platform for founding interdisciplinary collaborations in the area of episodic memory research. We have an excellent line up of speakers from the areas of computational neuroscience, philosophy of mind and psychology. Thanks to generous funding through the research consortium "FOR 2812 - Constructing scenarios of the past" <https://for2812.rub.de> this meeting has no registration fees. Our program is available at https://www.conftool.net/gem2025/sessions.php *Keynote speakers: * Ali Boyle (LSE); Neil Burgess (UCL); Iris Engelhard (U. Utrecht); Johannes Mahr (York U.); Jeremy Manning (Dartmouth) *Registration:*/**/https://www.conftool.net/gem2025 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 <https://rub.de/cns> Institut für Neuroinformatik Ruhr-Universität Bochum, NB 3/73 Postfachnummer 110 Universitätstr. 150 44801 Bochum Tel: +49 (0)234 32 27996 Mobile: +49 (0)1512 7278698 Email: samarasinghe(a)ini.rub.de

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Nencki Open Lab Bonsai Online Workshop Series
by Mateusz Kostecki April 14, 2025

April 14, 2025

Hello! We are happy to announce a new series of online Bonsai workshops! Modern behavioral neuroscience experiments require us to synchronize multiple data streams, precisely deliver stimuli, and – quite often – do everything in a closed-loop setting. The fact that different devices use different software doesn’t make this task any easier. One of the best – and open – solutions to these challenges is *Bonsai*, a reactive programming language that allows you to collect data from multiple systems – from calcium imaging and sound recordings to sensors and control of output devices such as feeders, motors, or stimulus delivery systems. It is easy to learn, easy to implement, and robust. We will run the workshop in three parts: *Part I* – where we will introduce the basic logic of Bonsai, cover loading and saving data, working with cameras to track animals, and the basics of closed-loop experiments. *Part II* – where we will show you more advanced aspects of Bonsai: working with behavioral subjects, combining different data streams, and using the BonVision library to generate visual stimuli. *Part III* – where we will cover using Arduino alongside Bonsai to control experimental equipment and save data from your sensors. The first workshop – *Introduction to Bonsai* – will take place on *April 25th, 9:30 AM – 11:30 AM CET*. You can find the application form here: https://nenckiopenlab.org/bonsai-online/. The fee for each workshop is *EUR 23*. *Requirements:* Windows computer, webcam Best, Mateusz Kostecki -- --- 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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Call for applications: Computational approaches in systems neurophysiology (Rome, Italy – June 23-25, 2025)
by Andrea d'Avella April 12, 2025

April 12, 2025

Applications are open for the XXVIII *School of Physiology and Biophysics* organized by the *Italian Physiological Society *(SIF), which will be held from *June 23 to June 25, 2025*, in *Rome, Italy*. Enquires: sif.sfb.2025(a)gmail.com Online application: https://sfb2025.azuleon.org/ Application deadline: *May 9, 2025* The XXVIII School of Physiology and Biophysics of the Italian Physiological Society is a three-day (one full day and two half days) introductory course designed to provide participants with both theoretical and technical-practical knowledge of computational approaches in systems neurophysiology. The school covers a wide range of topics, from the analysis of behavioral and electrophysiological data to the modeling of brain activity at the cellular, whole-brain, and behavioral levels. Participants will learn how computational methods can be applied to study motor control and sensory systems by integrating experimental data with advanced analytical tools. The curriculum includes psychophysical methods, analyses of kinematic and muscle synergies, eye movement analyses, computational methods of sensory stimulation, neural network models, and quantitative neuroimaging techniques. The course combines lectures with hands-on tutorials, where attendees will analyze sample experimental data using analysis software such as MATLAB and R. Best regards, Andrea d’Avella and the Organizing Committee -- Andrea d'Avella, Ph.D. Professor of Physiology Department of Biology University of Rome Tor Vergata, Rome, Italy Team leader Laboratory of Neuromotor Physiology IRCCS Fondazione Santa Lucia, Rome, Italy -- <http://www.hsantalucia.it/5x1000-sostieni-la-nostra-ricerca> Le informazioni contenute in questo messaggio e negli eventuali allegati sono riservate e confidenziali. Il loro utilizzo è consentito esclusivamente al destinatario del messaggio, per le finalità indicate nel messaggio stesso. Qualora Lei non fosse la persona a cui il presente messaggio destinato, La invitiamo ad eliminarlo dal Suo sistema ed a distruggere le varie copie o stampe, dandocene gentilmente comunicazione. Ogni utilizzo improprio e'contrario ai principi del D.Lgs. 196/2003 e del Regolamento UE 2016/679. The information contained in this message as well as the attached file(s) is confidential/privileged and is only intended for the person to whom it is addressed. If the reader of this message is not the intended recipient or the employee or agent responsible for delivering the message to the intended recipient, or you have received this communication in error, please be aware that any dissemination, distribution or duplication is strictly prohibited, and can be illegal. Please notify us immediately and delete all copies from your mailbox and other archives. *Rispetta l'ambiente: se non ti è necessario, non stampare questo messaggio - Please consider the environment before printing this email.*

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[DEADLINE EXTENDED] Registration to Embracing Complexity Workshop
by RUBÉN HERZOG April 10, 2025

April 10, 2025

Join us in the Embracing Complexity Workshop: Principled and Practical Approaches to Emergence! The workshop is scheduled for June 23-27 2025 at the Institute for Cross-Disciplinary Physics and Complex Systems (IFISC in Spanish) in Palma de Mallorca, Spain (https://ifisc.uib-csic.es/) Registration is open until April 25. No abstract is needed, but since we have a limited number of participants, the chances of being selected are higher if you submit an abstract for poster. More info at https://ifisc.uib-csic.es/en/events/conferences/embracing-complexity-25/ Registration HERE: https://forms.gle/eQhWYyC3mjd6EhYC9 On Behalf of the organization committee Rubén Herzog

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PhD & Postdoc Positions in Cognitive Science & AI
by Angela Yu April 10, 2025

April 10, 2025

Prof. Angela Yu's "Computational Modeling of Intelligent Systems" Group, TU Darmstadt After 14 years as faculty at the University of California San Diego, Prof. Angela Yu joined TU Darmstadt as an Alexander von Humboldt AI Professor in 2023. Multiple PhD and postdoctoral positions are immediately available in her research group. Research Focus Prof. Yu's group investigates the intersection of natural and artificial intelligence using mathematically rigorous approaches to understand the representations and computations underlying intelligent behavior. The research particularly addresses challenges of inferential uncertainty and opportunities of volitional control. The group employs diverse methodological tools including Bayesian statistical modeling, control theory, reinforcement learning, and information theory to develop theoretical frameworks explaining key aspects of cognition: perception, attention, decision-making, learning, cognitive control, active sensing, economic behavior, and social interactions. Current Research Questions How is socio-emotional intelligence similar or different from cognitive intelligence? How can AI be taught socio-emotional intelligence? How are artificial intelligence (e.g. as demonstrated by large language models) and natural intelligence (e.g. as measured by IQ tests) similar or different in their underlying representation or computations? What roles do intrinsic motivations such as curiosity and representational efficiency play in intelligent systems? How can insights about artificial intelligence improve the understanding and augmentation of human intelligence? Are capacity limitations with respect to attention and working memory features or bugs in the brain? How can AI systems be enhanced by attention or WM? How does the brain achieve computational efficiency and efficacy with little labeled data and energetic needs? Academic Environment Prof. Yu brings extensive expertise in computational neuroscience and cognitive science, with substantial experience in computational modeling and cross-disciplinary collaborations. Her research enhances the Centre for Cognitive Science at TU Darmstadt and hessian.AI (the Centre for Artificial Intelligence of Hesse). Group members will have opportunities to collaborate with leading researchers across cognitive science, AI, neuroscience, and related fields not only in Darmstadt but also in nearby research hubs (Frankfurt, Mainz, Marburg, Gießen, Heidelberg, Tübingen). Position Details Start date: flexible (immediately available) Compensation: Highly competitive with U.S. and European standards, based on experience and expertise Language requirements: English fluency required; German proficiency not necessary Location: Darmstadt, an international city with a diverse academic community Application Process Interested candidates should email the following to Prof. Yu (angela(a)angelayu.org <mailto:angela@angelayu.org>) and her secretary (Ms. Anita Schilz (anita.schilz(a)tu-darmstadt.de <mailto:anita.schilz@tu-darmstadt.de>) CV Undergraduate and master's transcripts (unofficial versions acceptable) Contact information for 2-4 references Research statement explaining specifically why you and Prof. Yu's research group would be a good mutual fit -------------------------------------------------------------------------------- Prof. Dr. Angela Yu Alexander v. Humboldt AI Professor Centre of Cognitive Science & Dept. of Computer Science Technical University of Darmstadt Hessian Center for AI (Hessian.ai) https://www.psychologie.tu-darmstadt.de/intelligent-systems --------------------------------------------------------------------------------

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Call for contribution and registration to the Systems Vision Science Symposium: Aug. 20-22, 2025, in Tuebingen, Germany
by Pavlovic, Maria April 10, 2025

April 10, 2025

<https://summerschool.lizhaoping.org/contributions-for-symposium/> Systems Vision Science Symposium <https://summerschool.lizhaoping.org/contributions-for-symposium/> Aug. 20-22, 2025 in Tübingen, Germany Our symposium takes place at the end of our <https://summerschool.lizhaoping.org/> Systems Vision Science Summer School Aug. 11-22, 2025. Our symposium's keynote speaker: Tadashi Isa. Invited speakers of the Systems Vision Science Summer School and Symposium include: Marco Bertamini, David Brainard, Peter Dayan, Andrea van Doorn, Roland Fleming, Pascal Fries, Wilson S Geisler, Robbe Goris, Sheng He, Tadashi Isa, Tomas Knapen, Jan Koenderink, Larry Maloney, Keith May, Marcello Rosa, Jonathan Victor, Li Zhaoping. -------------------------------- We invite you to participate in and contribute (in form of posters) to the symposium. Your contribution will be in the general topic of Systems Vision Science, which promotes the combination of computational, behavioral, and neuroscience methods to discover functions and algorithms for vision in various brain regions and their implementations in neural circuits. To maximize exchanges during the symposium, each poster will be displayed throughout the symposium, which includes four poster sessions (two daytime sessions and two evening sessions), in a venue next to the lecture hall and coffee breaks to give enough time for discussions, networking and knowledge exchange. -------------------------------- To contribute or participate, please fill out the appropriate form at <https://summerschool.lizhaoping.org/contributions-for-symposium/> https://summerschool.lizhaoping.org/contributions-for-symposium/ The deadline for symposium contribution is April 30, 2025. Registration for participation without contribution is open until venue capacity (100) is reached. <https://summerschool.lizhaoping.org/> https://summerschool.lizhaoping.org/ Please direct inquiries to <mailto:svs.summerschool@tue.mpg.de> svs.summerschool(a)tue.mpg.de -------------------------------- Organizing team: Li Zhaoping Maria Pavlovic Vladislav Aksiotis Junhao Liang Max Planck Institute for Biological Cybernetics University of Tuebingen <http://www.lizhaoping.org> www.lizhaoping.org -- Systems Neuroscience mailing list: www.systemsneuroscience.eu <http://www.systemsneuroscience.eu> To post, send email to systems-neuroscience(a)googlegroups.com <mailto:systems-neuroscience@googlegroups.com> --- You received this message because you are subscribed to the Google Groups "Systems Neuroscience" group. To unsubscribe from this group and stop receiving emails from it, send an email to systems-neuroscience+unsubscribe(a)googlegroups.com <mailto:systems-neuroscience+unsubscribe@googlegroups.com> . To view this discussion visit https://groups.google.com/d/msgid/systems-neuroscience/a1e6117fefb14667abff… <https://groups.google.com/d/msgid/systems-neuroscience/a1e6117fefb14667abff…> .

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post-doc position in the science of AI cognition
by Anna Leshinskaya April 10, 2025

April 10, 2025

A postdoctoral position is available in the relational cognition lab <https://urldefense.com/v3/__https://www.relcoglab.org/__;!!CzAuKJ42GuquVTTm…> at UC Irvine, directed by Anna Leshinskaya. The position is funded by a 2-year grant from the Schmidt Sciences AI Safety Science Program <https://urldefense.com/v3/__https://www.schmidtsciences.org/safetyscience/_…> , co-led with collaborators Seth Lazar and Alice Oh. The project involves developing experiments and interpretable computational models of morally guided decision-making and conceptual combinatorial thought in humans and large language models. Applicants should have a background in computational cognitive science and ideally, AI interpretability, with strengths in research project design and leadership, collaboration and mentorship, and python skills for working with research code repositories and with large language models. ML experience not required, but familiarity with probabilistic programming and methods in neural network interpretability a plus. Background in conceptual and relational reasoning, moral cognition, and decision-making is highly relevant. The position is either fully onsite in Irvine, CA, or hybrid. Please email me at aleshins(a)uci.edu to express interest.

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Call for Papers to "Neuromorphic Artificial Intelligence and Its Applications: Retrospective and Prospective" special issue
by Vassilis Cutsuridis April 9, 2025

April 9, 2025

Dear colleagues, we would like to invite you to submit a manuscript 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<https://www.mdpi.com/journal/brainsci> journal. Scope Neuromorphic artificial intelligence (AI), inspired by brains, constitutes a shift in the development of AI technology that is able to process vast amounts of information extremely quickly, accurately, and with far less energy expenditure than any AI/DL system. 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. 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: * 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 * Learning algorithms constrained by the limits of biology and neuromorphic hardware * Neuromorphic hardware (sensors, chips, cameras) for cognitive systems * Applications of neuromorphic architectures or hardware to cognitive robotics * Application of neuromorphic architectures or hardware to all other aspects of science and technology 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. Deadline for manuscript submissions: 31 August 2025 Regards, Vassilis --- 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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Postdoctoral Fellows in Theoretical/Computational Neuroscience at UChicago
by Ramon Nogueira April 9, 2025

April 9, 2025

The Grossman Center for Quantitative Biology and Human Behavior <https://neuroscience.uchicago.edu/GrossmanCenter> at the University of Chicago seeks outstanding applicants for multiple postdoctoral positions in computational and theoretical neuroscience. We especially welcome applicants who develop mathematical approaches, computational models, and machine learning methods to study the brain at the circuits, systems, or cognitive levels. The current faculty members of the Grossman Center to work with are: (informal enquiries are welcome) - Brent Doiron’s lab investigates how the cellular and synaptic circuitry of neuronal circuits supports the complex dynamics and computations that are routinely observed in the brain. ( bdoiron(a)uchicago.edu) - Jorge Jaramillo’s lab investigates how subcortical structures interact with cortical circuits to subserve cognitive processes such as memory, attention, and decision making. (jorgejaramillo(a)uchicago.edu) - Ramon Nogueira’s lab investigates the geometry of representations as the computational support of cognitive processes like abstraction in noisy artificial and biological neural networks. (rnogueira(a)uchicago.edu) - Marcella Noorman’s lab investigates how properties of synapses, neurons, and circuits shape the neural dynamics that enable flexible and efficient computation. (noormanm(a)uchicago.edu) - Samuel Muscinelli’s lab studies how the anatomy of brain circuits both governs learning and adapts to it. We combine analytical theory, machine learning, and data analysis, in close collaboration with experimentalists. ( smuscinelli(a)uchicago.edu) Appointees will have access to state-of-the-art facilities and multiple opportunities for collaboration with exceptional experimental labs within the Neuroscience Institute, as well as other labs from the departments of Physics, Computer Sciences, and Statistics. The Grossman Center offers competitive postdoctoral salaries in the vibrant and international city of Chicago, and a rich intellectual environment that includes the Argonne National Laboratory <https://www.anl.gov/> and UChicago’s Data Science Institute <https://datascience.uchicago.edu/>. The Neuroscience Institute is currently engaged in a major expansion that includes the incorporation of several new faculty members in the next few years. APPLICATIONS: Please send your application before May 1st, 2025 as a single PDF file to neurotheory(a)uchicago.edu. It must include: 1. CV with publications highlighted; 2. A motivation letter specifying the types of projects you would like to work on; 3. The names and contact details of two academic references. Earliest start date: July 1st, 2025, or via mutual agreement. https://neuroscience.uchicago.edu/grossmancenter-postdoctoral-fellows-theor… *The University of Chicago is an equal opportunity employer and does not discriminate on the basis of race, color, religion, sex, sexual orientation, gender, gender identity or expression, national or ethnic origin, shared ancestry, age, status as an individual with a disability, military or veteran status, genetic information, or other protected classes under the law. For additional information please see the University's Notice of Nondiscrimination.* https://neuroscience.uchicago.edu/grossmancenter-postdoctoral-fellows-theor…

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[reminder] Birmingham-Leiden Summer School in Computational Social Cognition 2025
by Lei Zhang April 8, 2025

April 8, 2025

(sorry for cross-posting) We are delighted to welcome applications for the second edition of the *Birmingham-Leiden Summer School in Computational Social Cognition (CSC) <https://www.compsoccog.com/>*. The summer school is hosted at the University of Birmingham (UK), in collaboration with Leiden University (NL), and will take place from 2nd-5th September 2025. Apply by 18th April 2025 (see information below)! Attending the Birmingham-Leiden CSC Summer School will equip a diverse cohort of early career researchers (trainees through to junior faculty members) with the ability to understand, program, and interpret the output of a range of computational models of social cognition (e.g., reinforcement learning models, evidence accumulation models, Bayesian inference models) and their potential interaction with other modalities of measurements (e.g., fMRI, EEG, eye-tracking). Attendees will receive various types of training (keynote lectures, workshops, tutorials, etc) and work on a group project, both aimed at understanding modelling as well as the theoretical and practical inferences that can be drawn from computational models under social contexts. Keynote speakers: - Matthew Rushworth, University of Oxford (UK) - Diana Tamir, Princeton University, (USA) - David Amodio, University of Amsterdam, (NL) The full list of instructors is available at *https://compsoccog.com/instructors-and-speakers. <https://compsoccog.com/instructors-and-speakers>* For this year’s training program and organising committee, see *https://www.compsoccog.com/about <https://www.compsoccog.com/about>*. To apply, please complete *this form covering your motivation and experience <https://docs.google.com/forms/d/e/1FAIpQLSfcAccPZFTKLSfvKhwUwH3UQ-6FrpmiPbP…>*, including a short CV. The deadline is 18th April 2025. Outcomes will be communicated in early May, with registration for successful applicants then open until mid-June. This year, the CSC Summer School received financial support from the *William K. & Katherine W. Estes Fund in association with the Association of Psychological Science <https://www.psychologicalscience.org/members/awards-and-honors/estes-fund>* We hope to see you this summer in Birmingham! Jo (2025 co-lead), Lei (2025 co-lead), & Anna, on behalf of the CSC 2025 organising committee --- Dr. Lei Zhang w: lei-zhang.net t: @lei_zhang_lz <https://twitter.com/lei_zhang_lz>

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NeuroBridges 2025: deadline to apply is approaching
by David Hansel April 8, 2025

April 8, 2025

*NeuroBridges 2025* *A Mediterranean, Middle Eastern Summer School in Neuroscience* *Deadline to apply: April 15th, 2025* *NeuroBridges 2025* is a summer school which will take place between *September 7 and September 18, 2025* in Le Centre de Conferences Internationales de Cluny, France (CCIC) <https://84454458.streaklinks.com/CYSff59uLj27U__lKAXml_qR/https%3A%2F%2Fcol…> . The school will provide an overview of theoretical and experimental frameworks used to study a variety of *decision making* processes. It will cover different model systems from rodents to humans and a plethora of decision making mechanisms. Another objective of Neurobridges is to bring together *Mediterranean and Middle Eastern scientists*, in order to promote scientific cooperation between young researchers from these countries. The organizers of NeuroBridges are convinced that such scientific collaborations can lead to personal relations, which eventually may alleviate the political distress in the Middle East. The school is intended for graduate students and postdocs, primarily, but not only, from the Middle East and the Mediterranean region, either working in their home countries or abroad. Applicants should have some background in related fields in neuroscience or cognitive psychology. *All costs of registration and accommodation will be covered by the organizers. A limited number of travel grants will also be available*. *NeuroBridges 2025 Faculty:* - Alaa Ahmed (U. Colorado) Rava Azeredo da Silveira (IOB) Ahmed El Hady (Max Planck Institute) David Hansel (CNRS) Mehdi Khamassi (CNRS) Carole Levenes (CNRS) Yonatan Loewenstein (Hebrew U.) Zach Mainen (Champalimaud), TBC Israel Nelken (Hebrew U.) Drazen Prelec (MIT) Reza Shadmehr (John Hopkins U.) - *NeuroBridges *is co-organized by Ahmed El Hady (Max Planck Institute), David Hansel (CNRS, Paris), Yonatan Loewenstein (Hebrew University of Jerusalem, Israel) and Carole Levenes (CNRS, Paris). For more information and application, visit our website: https://neurobridges.net/upcoming *Contact us:* neurobridges2025(a)gmail.com <neurobridges2023(a)gmail.com> - ᐧ

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Research assistant post: neural computations of foraging decisions. University of Nottingham (UK)
by Mark Humphries April 8, 2025

April 8, 2025

The Humphries’ lab<https://www.humphries-lab.org> at the University of Nottingham is seeking a research assistant to join a project on the neural computations of foraging decisions, in collaboration with the groups of Matthew Apps (Birmingham) and Nathan Lepora (Bristol). Whether choosing to leave one shop for another, switching TV programs, or seeking berries to eat, humans and other animals make endless stay-or-leave decisions, but how we make them is not well understood. The goal of this project is to find out if there is a common decision algorithm for leaving across species and what that algorithm is. You will create predictions for how foragers should vary in their stay-of-leave decisions for different types of decision algorithm, and test them using data from humans and rodents tackling foraging tasks. You will have some experience in computational modelling of behaviour, such as decision-making models or reinforcement learning, and good programming skills. The post is for 12 months, and would suit predoctoral candidates seeking research experience. Unsure if you're a good fit for the post? Got any questions? Then contact Mark for a chat: mark.humphries(a)nottingham.ac.uk<mailto:.humphries@nottingham.ac.uk>. For full details of the role and how to apply https://jobs.nottingham.ac.uk/vacancy.aspx?ref=SCI128025 Closing date: May 5th 2025 This message and any attachment are intended solely for the addressee and may contain confidential information. If you have received this message in error, please contact the sender and delete the email and attachment. Any views or opinions expressed by the author of this email do not necessarily reflect the views of the University of Nottingham. Email communications with the University of Nottingham may be monitored where permitted by law.

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Brains and Machines Podcast
by Bains, Sunny April 7, 2025

April 7, 2025

Brains and Machines is a monthly podcast about neuromorphic engineering and bio-inspired technology, published in conjunction with EE Times Current. Each episode is featured around an interview, with the latest one being Terry Sejnowski from the Salk Institute. Previous guests (we’re on episode 26) include Mitra Hartmann from Northwestern, Carver Mead of Caltech, and roboticist Rodney Brooks. You can listen to the podcast at EE Times Current<https://www.eetimes.com/category/podcasts/eetimes-current/> (interspersed with other podcasts), through Brains and Machines<https://brainsandmachines.net>, and you can also subscribe (with a one episode delay) by clicking the links at the top right of that site (we’re available through most of the usual channels). We hope you get the chance to listen in!

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Grenoble Neurotech School 2025 (Aussois, May 11-16, 2025) – Deadline April 14
by Blaise Yvert April 7, 2025

April 7, 2025

Dear colleagues, We would like to remind you that this is the last week to register for the second edition of the Neurotech School 2025, taking place from May 11 to 16 at the Centre Paul Langevin in Aussois, France (https://www.caes.cnrs.fr/sejours/centre-paul-langevin-3-2/) You can register via the following link : https://neurotech2025.sciencesconf.org/ The deadline to register is April 14, and as last year, the number of available seats is limited. We look forward to your participation and to welcoming you in Aussois! Best regards, Blaise Yvert for the organizing committee.

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This week: Global Summit on Open Problems for AI. Central Tokyo, Japan, 9-11th April 2025
by Battleday, Ruairidh April 7, 2025

April 7, 2025

今週：AI の未解決問題に関するグローバルサミット。Sakura Deeptech、渋谷サクラステージ、東京、日本、2025 年 4 月 9 〜 11 日。This week: Global Summit on Open Problems for AI. Sakura Deeptech, Shibuya Sakura Stage, Tokyo, Japan, 9-11th April 2025. What are the next set of challenges for AI algorithms? What are the big possibilities in entrepreneurship and business application? AI アルゴリズムの次の課題は何でしょうか?起業家精神とビジネス応用における大きな可能性は何ですか? The Algorithmic Innovation and Entrepreneurship Global Summit on Open Problems for AI <http://www.algopreneurship.ai/>. is this week in Sakura Deeptech, Shibuya Sakura Stage, Tokyo, Japan, 9-11th April 2025. Join world-leading AI researchers, policy makers, and entrepreneurs in this global Summit over three days of keynote talks, panels, and breakout sessions. 基調講演、パネル、分科会セッションで構成される 3 日間にわたるグローバルサミットに、世界をリードする AI 研究者、政策立案者、起業家が参加します。日本語でライブ文字起こし Day 1 - Algorithms アルゴリズム We ask what the fundamental challenges for developing AI algorithms are, as well as promising avenues for overcoming them. AI アルゴリズムの開発における根本的な課題は何か、またそれを克服するための有望な道筋は何かを尋ねます。 We’ll be hearing from: Dr Shane Gu (Google DeepMind), Prof. Taro Toyoizumi (Riken CBS), Prof. Masanori Koyama (University of Tokyo), Dr Kai Arulkumaran (Araya Inc.), Dr Emityaz Khan (Riken AIP), Professor Masanori Koyama (University of Tokyo), Prof. Yunzhe Liu (Beijing Normal University), Dr Jad Tarifi (Integral AI), Kiran Mysore (University of Tokyo UTEC), Dr Jiaxian Guo (Google DeepMind), Dr James Whittington (Stanford & Oxford University & Zyphra), Dr Lucy Lai (Harvard University), Dr Yusuke Iwasawa (University of Tokyo), Dr Sam Passaglia (Cohere) Panel on “Is Scale all we need?” 「スケールだけが必要なのでしょうか？」 Panel on “What is the next big breakthrough in AI?” 「AI における次の大きな進歩は何でしょうか?」 Day 2 - Ethics 倫理と社会 We ask what the fundamental ethical challenges and opportunities are for AI. AIにとって根本的な倫理的課題と機会は何かと問う。 Keynotes: Prof. Yuko Harayam (Tohoku University; GPAI), Prof. Arisa Ema (University of Tokyo & RIKEN CAIP), Prof. Toshie Takahashi (Waseda University), Dr Colin Rowat (Rakuten, Cambridge), Dr Joe Ledsam (Google Health), Kenny Song (Citadel AI), Kevin Loi-Heng (Avalon AI), Chris Lengerich (Context Fund), Evan Burkosky (Kimaru AI), Tiffany Kayo (Coral Capital) Panel: Micro Ethics - What Can Individual Researchers Do for Ethical AI? 倫理的な AI のために個々の研究者は何ができるでしょうか? Chair: Nicolay Hagen (NTNU) Panel: Meso Ethics - What Can Organizations Do for Ethical AI? 組織は倫理的な AI のために何ができるでしょうか? Chair: Prof. Skyler Wang (McGill) Panel: Macro Ethics - If AI is the answer, what is the question? AIと社会 Chair: Dr Ruairidh McLennan Battleday (Harvard & MIT) Day 3 - Applications and entrepreneurship 社会実装 We ask what the fundamental challenges and opportunities are in applications for social good and entrepreneurship. 私たちは、社会貢献と起業家精神への応用における根本的な課題と機会は何かを問います。 Keynotes: Prof. Yukie Nagai (University of Tokyo), Dr Hiroaki Kitano (Adjunct Professor, OIST), Sho Ito (Deputy Director of Innovation, Cabinet Office, Government of Japan), Ilya Kulyatin (Tokyo AI; TAI), Robert Lange (Sakana AI), Dr Daisuke Okanohara (Preferred Networks), Dr Conglong Li (Google Deepmind), Takahiro Matsumoto (Cisco / Robust Intelligence), Dr Jungo Kasai (Kotoba Tech), Dr Nick McGreivy (Princeton University), Dr Andrew Fyfe (Neutone), Elizabeth Oda (Braid AI), Dr Tiago Ramalho (Recursive), Francis Hamilton (Tektome Inc), Dr Qi Chen (Paragraph), Kosuke Arima (Stockmark), Dr Yoshitaka Ushiku (NexaScience) Dr Joshua Tan (Metagov) Run in partnership with the Matsuo-Iwasawa Lab, the Global Partnership on Artificial Intelligence (GPAI at NICT), and Tokyo AI (TAI). 松尾・岩澤研究室、人工知能に関するグローバルパートナーシップ、東京 AI と提携して運営されます。 This should be an exciting and productive event, and we expect an audience of 200 of Japan’s best AI researchers and entrepreneurs at student, early-stage, and full career levels. これは刺激的で生産的なイベントになるはずであり、学生、初期段階、フルキャリアレベルの日本最高の AI 研究者や起業家 200 名が参加すると予想しています。 Student tickets: $20 for all three days ¥3000 学生3日間入場 General tickets: $20 per day ¥3000 1日一般入場 Reserve your place now! <http://www.algopreneurship.ai/> 席を予約してください <http://www.algopreneurship.ai/> Ruairidh <https://www.linkedin.com/in/ruairidh-battleday-648a2b65/>, <https://www.jcrwhittington.com/>Lucy <https://lucylai.com/>, and James <https://www.jcrwhittington.com/> Thinking About Thinking <https://www.thinkingaboutthinking.org/> -- Dr Ruairidh McLennan Battleday BMBCh (Oxon) PhD President Thinking About Thinking (www.thinkingaboutthinking.org) Postdoctoral Research Fellow Center for Brain Science, Harvard University Center for Brains, Minds, and Machines, MIT

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Call for applications: School on Analytical Connectionism (25 Aug- 5 Sep 2025)
by Lin, I-Chun April 7, 2025

April 7, 2025

Topical focus: Bias in learning 25 August - 5 September 2025, London www.analytical-connectionism.net/school/2025<https://www.analytical-connectionism.net/school/2025/> Apply by 18 April 2025 We are delighted to announce the 3rd edition of the School on Analytical Connectionism. This 2-week course will focus on analytical tools, including methods from statistical physics and probability theory, for probing neural networks and higher-level cognition. This course is appropriate for graduate students, postdoctoral fellows and faculty in fields from psychology and neuroscience, to physics, computer science, and mathematics. The course will bring together neuroscience, psychology, and machine-learning communities, introducing participants to connectionist theories of higher-level cognition and psychology as well as analytical methods for neural-network analysis. Participants will work in teams, mentored by course lecturers and organisers, to develop novel research projects on topics related to analytical connectionism. Participants will present the research proposals in Week 1 and interim results at the end of the course. Confirmed Faculty: Rémi Monasson (CNRS/ENS) Tim Rogers (University of Wisconsin-Madison) Tali Sharot (UCL/MIT) Merav Ahissar (Hebrew University of Jerusalem) Xuechunzi Bai (University of Chicago) Marco Baity-Jesi (Eawag) Mathew Diamond (SISSA) Lasana Harris (UCL) Tiago Maia (University of Lisbon) Angela Radulescu (Icahn School of Medicine at Mt. Sinai) Levent Sagun (FAIR) Fanny Yang (ETHZ) Best, I-Chun on behalf of the School Organisers -- I-Chun Lin Scientific Programme Manager Gatsby Computational Neuroscience Unit, UCL

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Worldwide VVTNS series: Carl van Vreeswijk Memorial Lecture | Wednesday, April 9, 2025, at 11:00 am EDT| James DiCarlo, MIT
by David Hansel April 6, 2025

April 6, 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 first *'Carl van Vreeswijk Memorial Lecture ' * James DiCarlo MIT on the topic of Do contemporary, machine-executable models of primate sensory systems unlock the ability to non-invasively, beneficially modulate high-level brain states? The lecture will be held on Zoom on April 9, 2025, at *11:00 am EDT * To receive the link: https://www.wwtns.online/register-page *Abstract: *Over the past decade, neuroscience, cognitive science and computer science (“AI”) converged to create specific, image-computable, deep neural network models intended to appropriately abstract, emulate and explain the mechanisms of primate ventral visual processing, up to its deepest neural level, the inferior temporal cortex (IT). Because these leading neuroscientific emulation models — aka “digital twins” — are fully observable and machine-executable, they offer predictive and potential application power that our field’s prior conceptual models did not. Our team’s ongoing work is aimed at asking if current digital twin models might support non-invasive, beneficial brain modulation. In this talk, I will describe a key result: we demonstrate that we can use a digital twin to design spatial patterns of light energy that, when “added” to the organism’s retinal input in the context of ongoing natural visual processing, results in precise modulation (i.e. rate bias) of the pattern of a population of IT neurons (where any intended modulation pattern is chosen ahead of time by the scientist). Because the IT visual neural populations are known to directly connect to and modulate downstream neural circuits (e.g. amygdala) that may underlie psychological affective states (e.g. mood and anxiety), this novel basic science may unlock a new, non-invasive application avenue of potential future human clinical benefit. This progress and new impact possibilities resulted from convergent brain science and AI engineering efforts in the domain of visual object intelligence. I will motivate this as just one example of what I believe will unlock in other domains of human intelligence as brain scientists and AI engineers collaborate to develop machine-executable models of the underlying mechanisms of those still-mysterious domains. *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 -- *Il n'y a ni obligation ni pression à traiter ou répondre à ce mail en dehors des heures de travail* "В каждой шутке есть доля шутки" 'Life is good ..' (Carl van Vreeswijk, 1962-2022) --------------------------------------- David Hansel Directeur de Recherche au CNRS Co-Group leader Cerebral Dynamics Plasticity and Learning lab., CNRS 45 rue des Saints Peres 75270 Paris Cedex 06 Tel (Cell): +33 607508403 - Fax (33).1.49.27.90.62 *CONFIDENTIALITY AND PRIVACY NOTICE:* *This message and the documents that might be attached, are addressed exclusively to their(s) recipient(s) and may contain privileged or confidential information. The access to this information by people other than those designated is not authorized. If you are not the indicated recipient, you are notified that the use, disclosure and / or copying without authorization is prohibited under current legislation. If you have received this message in error, please kindly inform the sender immediately and proceed to its destruction.* ᐧ

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NeuroAI fellow - exciting opportunity
by Rui Ponte Costa April 4, 2025

April 4, 2025

Dear all, As part of the ENCODE AI for Science program we are hiring a neuroAI fellow for a project that aims to bring together state-of-the-art deep RL systems with both systems and behavioural neuroscience. See more below: https://encode.pillar.vc/projects/behavioral-neuroscience Deadline: 30th April 2025 How to apply? Quick application here: https://encode.pillar.vc/apply we will then get in touch with you to discuss more. Note that the salary is substantially higher than usual for academia (> £100k). Best wishes, Rui Ponte Costa Group Leader, Neural and Machine Learning group<https://neuralml.github.io/> | Oxford Neurotheory Centre for Neural Circuits and Behaviour Department of Physiology, Anatomy and Genetics | Medical Sciences Division University of Oxford, UK

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Job posts at the Cognitive Science Center at Jagiellonian University
by Marcin April 4, 2025

April 4, 2025

*Postdoc and PhD student positions to study cognition in naturalistic settings* *Jagiellonian University, Kraków, Poland* *Job Description* The Brain and Cognition Lab at Jagiellonian University in Kraków, Poland, is excited to announce several upcoming job openings at different levels (postdoc and PhD) to work on the psychophysics and electrophysiology of cognition. These positions are funded by the National Science Center, Poland. We are seeking highly motivated candidates eager to investigate cognition using eye tracking, virtual reality (VR), electrophysiology, psychophysics, and advanced signal processing tools. Interested applicants should contact Marcin Leszczyński (marcin.leszczynski(a)uj.edu.pl) to discuss possibilities. *Lab Description* Successful candidates will join a dynamic research group at the Cognitive Science Center at Jagiellonian University, located in the heart of the beautiful city of Kraków. Our lab uses a variety of technologies, including scalp and intracranial electrophysiology, eye-tracking, VR, psychophysics, combined with advanced signal processing and machine learning, to study neural mechanisms of cognition in health and disease (see Google Scholar <https://scholar.google.com/citations?user=O-mtQkIAAAAJ&hl=en&oi=ao>). We are interested in questions including neural mechanisms of perception, memory, mind wandering. Specifically, we aim to understanding why our minds wander and how sensory systems interact in naturally uncertain environments. We explore limits of attention capacity, and many more. To do so, we combine experiments in natural settings (e.g., VR or movie watching) with controlled laboratory experiments including psychophysics and advanced analytical tools like machine learning, signal processing, large language models and more. We offer a vibrant international research environment, with English as the working language. Our lab is located in the heart of the beautiful city of Kraków (ul. Ingardena), right next to a beautiful park (Park Jordana) and within walking distance of the Old Town square and several other tourist attractions. We encourage interested candidates to get in touch to discuss the opportunities available. The department provides excellent infrastructure, including supporting staff and state-of-the-art equipment for conducting experiments (e.g., behavioral laboratories, EEG, eye-tracking, and VR setups, fMRI, TMS). Additionally, motivated candidates will have the chance to participate in numerous collaborative and international projects with partners at Columbia University in New York City, Nathan Kline Institute and University Hospital in Bonn. *Requirements* - *Postdoc applicants* must hold, or expect to hold, a doctorate in Psychology, Neuroscience, Computer Science, or related disciplines. An ideal candidate will have experience designing, performing, analyzing, and disseminating psychophysics studies or experimental studies using eye tracking, VR, EEG, MEG, or LFPs. Motivated candidates with other relevant experience are also encouraged to apply. Ability to work independently and proficiency in English are essential (no need to speak Polish). - *PhD applicants* should have previous programming experience and a research interest in neuroscience, perception, attention, mind wandering, memory, eye movements, sensory-motor, or multi-sensory interactions. Previous experience in analyzing psychophysiological signals is an asset. Ability to work independently and proficiency in English are essential (no need to speak Polish). For further inquiries about the positions, please contact Marcin Leszczyński at marcin.leszczynski(a)uj.edu.pl. *Application Process* Interested candidates should send a 1) cover letter describing research interests and motivation to join our lab (max. 2 pages), 2) curriculum vitae, 3) two reference contacts to Marcin Leszczyński. The application will remain open until the positions are filled.

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