- Comp-neuro - lists.cnsorg.org

CFP - Special Track: Embedded Neuroprosthetics, Technologies, and Devices, MCSoC-2022 - Dec 19-22, 2022, Malaysia
by Chun-Shu Wei April 10, 2022

April 10, 2022

Dear Colleagues, The special track: Embedded Neuroprosthetics, Technologies, and Devices of the 15th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-2022), is now calling for submissions. Topics of Interest include but not limited to: Neuroprosthetics and Neuroprosthetic technologies and devices Complex neural systems and communication Peripheral stimulation and recording Central stimulation and recording Neural stimulation and plasticity Functional electrical stimulation Deep brain stimulation Auditory and Cortical prostheses Peripheral nerve interfaces and Microelectrode array technology Brain-computer interfaces Assistive technologies Augmentative and alternative communication Biofeedback therapy Privacy, security, and neuroethics Robotic-assisted therapy Virtual reality tools Neural interfaces and neuromodulation Extracellular stimulation and recording The 15th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-2022) aims to provide the world’s premier forum of leading researchers in the Embedded Multicore/Many-core SoCs software, tools, and applications design areas for academia and industries. From the 2018 edition, the MCSoC symposium targets new emerging topics related to multicore neuro-inspired computing architectures and systems. Prospective authors are invited to submit their contributions. Submission of a contribution implies that at least one of the authors will have a full registration to the symposium upon acceptance of his/her contribution. Submissions can include, technical and experimental, theoretical, conceptual, or a survey. https://mcsoc-forum.org/site/ Venue: University of Science, Malaysia (11800 Gelyor, Penang, Malaysia) Important dates: Abstract submission: May 30, 2022 Full Paper submission: June 5, 2022 Acceptance notification: July 31, 2022 Camera-ready paper: August 15, 2022 Symposium date: December 19-22, 2022 Best Paper Award and Journal Special Issues: Three accepted papers will be selected for best paper awards. Selected papers will be recommended to the following Journals for potential fast-track publications: (TBC). Proceedings Publication and Indexing The 15th MCSoC-2022 proceedings, including all technical tracks, special tracks, and special sessions and workshops papers, will be published by IEEE CS Press, which will be included in the Computer Society Digital Library CSDL and IEEE Xplore. All CPS conference publications are also submitted for indexing to EI’s Engineering Information Index, Compendex, and ISI Thomson’s Scientific and Technical Proceedings, ISTP/ISI Proceedings, and ISI Thomson. Submission System: https://edas.info/N29397 Track Chairs: Chun-Shu Wei, National Yang Ming Chiao Tung University, Taiwan Chul Kim, Korea Advanced Institute of Science and Technology, Korea

1 0

Explainable AI: Overcoming problems of Deep Learning problems with Adaptive Resonance
by Grossberg, Stephen April 9, 2022

April 9, 2022

Dear Colleagues, There's currently a lot of interest in AI, notably Deep Learning, and in achieving autonomous adaptive intelligence. The following new article summarizes foundational problems of reliability and trustworthiness of Deep Learning, explains how Adaptive Resonance overcomes them, and outlines a blueprint for achieving autonomous adaptive intelligence: Grossberg, S. (2020). A path towards Explainable AI and autonomous adaptive intelligence: Deep Learning, Adaptive Resonance, and models of perception, emotion, and action. Frontiers in Neurobotics, June 25, 2020. https://doi.org/10.3389/fnbot.2020.00036 Best, Steve Grossberg

1 4

Open Master, PhD and Postdoc positions in Germany
by Tatjana Tchumatchenko April 8, 2022

April 8, 2022

Dear friends and colleagues, I would appreciate if you could spread the word among your students and postdocs. My group is looking for Master Students, PhD Students and Postdocs Master Students, PhD Students or Postdocs interested in understanding how neuronal networks work, how they respond to stimuli and what role connectivity and single neuron dynamics play for the activity of the brain. We are looking for bright and hard-working students with a life-science or quantitative background (physics, math, biology etc). The following PhD projects are currently open: A project exploring the intersection of protein dynamics and machine learning www.tchumatchenko.de/2022_PhD_position.pdf An additional PhD and postdoctoral positions will address the relation between neurological diseases, protein dynamics and network activity. www.tchumatchenko.de/A_PhD_and_Postdoc_positions_April2022.pdf When applying please attach a CV (with a publication record) and a current copy of academic transcripts and mention at least one academic reference. For more information, please contact Prof. Tatjana Tchumatchenko via email tatjana.tchumatchenko(a)uni-mainz.de https://twitter.com/TTchumatchenko www.tchumatchenko.de

1 0

TEX2022: Bringing together Predictive Processes and Statistical Learning
by Yamil Vidal April 8, 2022

April 8, 2022

Dear all, The registration for “TEX2022: Bringing together Predictive Processes and Statistical Learning” is now open. After our online meeting last year, this summer we want to welcome you for an in-person meeting in Trieste, Italy. The event will consist of morning lectures by the invited speakers and talks/posters by the attendees. There will also be plenty of time for social activities and informal discussions. While all presentations will be delivered in person, it will also be possible to attend online. You can find more information at the event’s website: *https://indico.sissa.it/e/TEX2022* <https://indico.sissa.it/e/TEX2022> If you are active on Twitter, please consider retweeting the event’s announcement: *https://twitter.com/CrepaldiLab/status/1512412553942601740* <https://twitter.com/CrepaldiLab/status/1512412553942601740> We look forward to welcoming you to Trieste this summer! With best regards, Yamil Vidal and Davide Crepaldi Dr. Yamil Vidal Predictive Brain Lab Centre for Cognitive Neuroimaging - Donders Institute Nijmegen the Netherlands

1 0

Final reminder: EMBO Practical Course - Barcelona summer school for Advanced Modelling of Behavior (BAMB!)
by Alexandre Hyafil April 8, 2022

April 8, 2022

The Barcelona summer school for Advanced Modelling of Behavior (BAMB! <http://www.bambschool.org>) teaches advanced techniques in model-based analysis of behavior (humans and other species) to cognitive and computational neuroscientists at PhD and early career levels. This will be achieved through structured lectures, talks, hands-on tutorials and group projects aimed at making knowledge obtained directly applicable to the participants' own research. We want the trainees to acquire both the conceptual bases and the technical skills that will enable them to pursue a full modelling approach on their own when they come back to their lab. The course is intended for PhD students and postdocs in cognitive and computational neuroscience with a solid background in computational/quantitative analysis to benefit maximally from the advanced training offered by the course. Proficiency in either Python or Matlab is also required. We seek a nice blend of experimentalists (cognitive psychology / neuroscience) and theoreticians (with or without experience in cognitive modeling). Scientists from underrepresented groups and countries are especially encouraged to apply. The school is an EMBO Practical Course <https://www.embo.org/conferences-training/> and is organized by the Centre de Recerca Matemática <http://www.crm.cat>. A limited number of travel grants <https://www.embo.org/funding/lecture-travel-and-childcare-grants/travel-gra…> will be available from EMBO. Organizers: Chris Summerfield (Oxford / Deepmind) Klaus Wimmer (CRM, Barcelona) Alex Hyafil (CRM, Barcelona) Confirmed Faculty: Jean Daunizeau (ICM, Paris) Alex Hyafil (CRM, Barcelona) Máté Lengyel (Cambridge) Zhaoping Li (Tübingen) Alfonso Renart (Champalimaud) Marion Rouault (ENS Paris) Kim Stachenfeld (Deepmind) Chris Summerfield (Oxford / Deepmind) MH Tessler (Deepmind) Klaus Wimmer (CRM, Barcelona) Dates and location: September 1-8, downtown Barcelona, Spain Applications are open until April 13. Please see the course website for further details: www.bambschool.org.

1 0

INCF Neuroinformatics Assembly 2022: Registration and abstract submission are now open!
by INCF April 8, 2022

April 8, 2022

INCF Neuroinformatics Assembly 2022: Registration and abstract submission are now open! We're happy to announce that the INCF Neuroinformatics Assembly 2022 <https://neuroinformatics.incf.org/> is scheduled to take place virtually on September 12-16! The Assembly is a unique venue where neuroscience standards developers, infrastructure providers, and software developers have the opportunity to interact with the research community to share the latest advancements in neuroinformatics. INCF Assembly 2022 will be hosted on the Gather platform. Who should attend? If you fit into either of the categories below you don't want to miss the INCF Assembly! - Neuroscience and/or neuroinformatics researchers interested in learning how to implement FAIR data management and sharing practices in their research, tools, and infrastructures. - Standards developers, infrastructure providers, and software developers interested in learning about the latest advancements in the state of the art, increasing community adoption of their infrastructures and software, improving their craft, and those dedicated to working collaboratively with the community to develop solutions that support open, FAIR neuroscience. This year we are covering the following topics: - FAIR data & workflows - Computational neuroscience - Digital brain atlasing - EEG - Neuroimaging - Diversity & inclusion in neuroinformatics Find all session descriptions here <https://neuroinformatics.incf.org/2022/sessions> Important dates: - Registration opens: April 8 - Abstract submission opens: April 8 - Abstract submission closes: May 9 - Assembly: September 12-16: This year's Assembly will include keynotes, workshops, tools and infrastructure demonstrations, investigator presentations from selected abstracts, and poster presentations. New this year is a new platform for a type of “speed dating” for neuroscientists and neuroinformaticians, we have partnered with Zoohuddle to improve the virtual poster presentation experience. Via Zoohuddle, participants will be able to submit abstracts, review other abstracts, and rank other abstracts based on who they would most like to meet. Each abstract submitter will then receive a schedule of 1-1 “huddles.” We hope to see you at the INCF Neuroinformatics Assembly 2022 <https://neuroinformatics.incf.org/>! <https://neuroinformatics.incf.org/> /the INCF Team

1 0

Funded PhD in large-scale brain modelling
by Goodfellow, Marc April 8, 2022

April 8, 2022

Dear Colleagues, We are offering a funded PhD studentship at the University of Exeter, aiming to advance methods for modelling and understanding large-scale brain dynamics. The successful candidate will be part of an interdisciplinary team, based across the Living Systems Institute, the department of Mathematics, as well as Psychology. They will be part of a vibrant community of researchers focussed on the development of mathematical methods to improve our understanding of the brain in health and disease. I would be very grateful if you could forward the advert below to anyone who may be interested: https://www.exeter.ac.uk/study/funding/award/?id=4335 Best wishes Dr. Marc Goodfellow, University of Exeter http://emps.exeter.ac.uk/mathematics/staff/mg401

1 0

NEST Conference 2022 - call for contributions is open
by Hans Ekkehard Plesser April 7, 2022

April 7, 2022

Dear Colleagues, The NEST Initiative is excited to invite everyone interested in Neural Simulation Technology and the NEST Simulator to the NEST Conference 2022. 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. We explicitly encourage young scientists to participate in the conference! This year's conference will again take place as a virtual conference on Thursday/Friday 23/24 June 2022. Submission of contributions is now open! We are inviting contributions to the conference, including talks, "posters" and workshops on specific topics. Please register and submit your contribution(s) via the conference website https://nest-simulator.org/conference. Important dates 30 April 2022 - Deadline for NEST Initiative membership applications eligible for fee reduction 11 May 2022 - Deadline for submission of contributions 03 June 2022 - Notification of acceptance 17 June 2022 - Registration deadline 23 June 2022 - NEST Conference 2022 starts We are looking forward to seeing you all in June! Hans Ekkehard Plesser and the conference organizing committee -- Prof. Dr. Hans Ekkehard Plesser Head, 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

1 0

PhD and postdoc positions in distributed lifelong learning / RL
by Andrea Soltoggio April 7, 2022

April 7, 2022

Dear All, I would like to advertise a Ph.D. and a postdoc position in my research group at Loughborough University to work on distributed lifelong learning / reinforcement learning, with a particular focus on neuro-modulatory approaches. If interested, please email me. Best regards, Andrea Soltoggio Further additional links to our latest news and papers: https://www.azorobotics.com/News.aspx?newsID=12518 https://www.nature.com/articles/s42256-022-00452-0.epdf https://openreview.net/forum?id=BJge3TNKwH https://arxiv.org/abs/1703.10371 Details. This new field of AI seeks to create machines that learn during a lifetime similarly to biological brains. This research continues and advances recent progress from the DARPA projects Lifelong Learning Machines (L2M) and Shared Experience Lifelong Learning (ShELL). The researchers will join a growing research group of Ph.D. students and postdocs working in the same area, and have access to the latest computational devices such as Nvidia A100 cards. Collaboration opportunities with world-leading AI laboratories will be encouraged and supported. Loughborough University Loughborough University is a top-ten rated university in England for research intensity (REF2014). In choosing Loughborough for your research, you’ll work alongside academics who are leaders in their field. You will benefit from comprehensive support and guidance from our Graduate School, including tailored careers advice, to help you succeed in your research and future career. -- Dr. Andrea Soltoggio (he/him or they/them) Senior Lecturer (Associate Professor) in Artificial Intelligence Department of Computer Science, School of Science & Intelligent Automation Centre https://www.intelligent-automation.org.uk/about-us/centre-staff & Centre for Information Management https://www.lboro.ac.uk/departments/sbe/cim/ Haslegrave Building, N.2.03 Loughborough University LE11 3TU, UK Email: a.soltoggio(a)lboro.ac.uk<mailto:a.soltoggio@lboro.ac.uk> Web: http://www.lboro.ac.uk/departments/compsci/staff/dr-andrea-soltoggio.html

1 0

Assistant Professor / Postdoc Researcher in computational neuroscience and/or developmental robotics at the University of Tokyo
by nagai.yukie＠mail.u-tokyo.ac.jp April 7, 2022

April 7, 2022

Dear colleagues, The International Research Center for Neurointelligence (IRCN) at the University of Tokyo is looking for highly motivated full-time Assistant Professor / Postdoc researchers in the field of computational neuroscience and/or developmental robotics. The selected candidates will join Cognitive Developmental Robotics Laboratory head by Prof. Yukie Nagai and investigate the underlying mechanisms of human cognitive development and disorders by means of computational approaches. We design computational neural networks inspired by the human brain and examine what enables the networks to acquire human-like intelligence. Please send the required documents if you are interested in being considered. Assistant Professor / Postdoc Researcher at IRCN, the University of Tokyo https://ircn.jp/wp-content/uploads/2021/12/20211220_IRCN_Nagai_lab_2EN.pdf Cognitive Developmental Robotics Laboratory (Nagai Lab) http://developmental-robotics.jp ---------- 1. Job title / Number of positions Project Research Associate or Project Researcher (Postdoctoral Fellow) / One or two 2. Employment period Starting Date: Negotiable Contract duration: until March 31, 2022 3. Renewable The contract is renewable on a fiscal year basis (from April 1 to March 31; every year) according to research budget, research activity, and research achievements. Contract duration is until March 31, 2026. 4. Place of work International Research Center for Neurointelligence, The University of Tokyo 7-3-1 Hongo, Bunkyo-ku Tokyo, 113-0033 JAPAN 5. Description Successful applicants will work in the fields of computational neuroscience, cognitive developmental robotics, machine learning, and relevant topics. They will investigate the principle of human cognitive development and disorders by modeling computational neural networks inspired by the human brain and/or analyzing human cognitive behaviors. Please see the lab homepage (https://developmental-robotics.jp/en/) for more details. 6. Salary and benefits Salary: To be determined in accordance with the University of Tokyo Regulations Commuter allowance: JPY55,000 per month at maximum No retirement benefits or bonuses 7. Qualifications - PhD in engineering, computer science, cognitive science, neuroscience, or relevant fields - Communication skills in English - Programming skills - Experiences in computational neuroscience and/or cognitive developmental robotics are preferred 8. Application documents (1) Cover letter (A4 1 page) (2) Curriculum vita (3) Publication list (4) Research plan (A4 2-3 pages) (5) Name, affiliation, and email address of two references, one of which should be a previous employer or supervisor 9. Submission Please send the application documents (PDF) to yukie(a)ircn.jp 10. Application deadline / Selection process When the position is filled All applications will be screened, and only those qualified will be scheduled for an interview (on-site or online). 11. Inquiries Please contact Prof. Yukie Nagai at IRCN, the University of Tokyo yukie(a)ircn.jp — Yukie Nagai, Ph.D. Project Professor, The University of Tokyo nagai.yukie(a)mail.u-tokyo.ac.jp | https://developmental-robotics.jp CREST Cognitive Mirroring: https://cognitive-mirroring.org CREST Cognitive Feeling: https://cognitive-feeling.jp

1 0

CAMP summer course on computational neuroscience: announcement.
by U.S.Bhalla April 6, 2022

April 6, 2022

Dear Colleagues, We would like to announce CAMP@Bangalore 2022 from 23 July 2022 to 7 August 2022, in Bangalore, India. CAMP (Computational Approaches to Memory and Plasticity at NCBS, Bangalore) is a 16-day summer school where students will be trained in theoretical and computational modeling, pertaining to memory and plasticity in the brain, spanning different scales of space, time and complexity. This flavor of CAMP will focus on — Neuromodulation and Cell Diversity. The course will have lectures, hands-on tutorials, and project work to launch students into the exciting field of computational neuroscience. The course is supported by the Simons Foundation. Students worldwide are encouraged to apply. Accommodation and food will be free for the selected students. The NCBS Campus has pleasant grounds, sports facilities, and the weather in late July is mild with moderate rain. There is no registration fee. Students are advised to obtain independent travel grants. Please visit the course website https://camp.ncbs.res.in/ for more details about this year's course and past courses. Application deadline: 30 April 2022 Referee letters must reach by 2 May 2022 Speakers include: Arvind Kumar KTH Royal Institute of Technology, Sweden Gilad Silberberg Karolinska Institutet, Sweden K.T. Blackwell George Mason University, USA Peter Dayan Max Planck Institute for Biological Cybernetics, Germany Raffaella Tonini Istituto Italiano di Tecnologia, Italy Rishikesh Narayanan Indian Institute of Science, Bangalore Sho Yagishita University of Tokyo, Japan Srikanth Ramaswamy Newcastle University, UK Upinder Bhalla National Centre for Biological Sciences, Bangalore Vatsala Thirumalai National Centre for Biological Sciences, Bangalore Thank you, Course Organizers CAMP 2022 Arvind Kumar Rishikesh Narayanan Upinder S. Bhalla

1 0

Available Ph.D. Position in Developmental Robotics / Human-Robot Interaction
by Amir Aly April 5, 2022

April 5, 2022

Dear All, *Apologies for cross-posting* We are pleased to announce an opportunity for a funded Ph.D. studentship about (*Computational Modelling of Language Compositionality through Human-Robot Interaction*) at the Center for Robotics and Neural Systems (CRNS) at Plymouth University, UK. The closing date for applications is *12 noon on 04 May 2022* *(funding conditions for the international (non-home fees / non-UK-based) students are available in the link below)*. This exciting project tries to investigate language compositionality (*from the word to sentence levels*) through human-robot interaction with a view to making a robot able to understand human instructions. This requires *inferring the* *latent syntactic structure* of language through perceptual information (e.g., visual and/or haptic perception) and defining its mechanism of compositional development. This project will set the basis for learning the meaning of words and their syntactic categories (e.g., nouns, verbs) through perception in the surroundings, and learning language grammar - through an unsupervised approach - so as to understand phrases and sentences (*more details and research questions are available in the link below*). More details *about the topic*, *how to apply*, *eligibility criteria for home students / international students*, *and* *funding conditions* are available at: https://www.findaphd.com/phds/project/computational-modelling-of-language-c… <https://www.findaphd.com/phds/project/computational-modelling-of-language-c…> Computational Modelling of Language Compositionality through Human-Robot Interaction at University of Plymouth on FindAPhD.com <https://www.findaphd.com/phds/project/computational-modelling-of-language-c…> PhD Project - Computational Modelling of Language Compositionality through Human-Robot Interaction at University of Plymouth, listed on FindAPhD.com www.findaphd.com If you have any questions, please don't hesitate to contact me, Regards ---------------- *Dr. Amir Aly* Lecturer in Artificial Intelligence and Robotics Center for Robotics and Neural Systems (CRNS) School of Engineering, Computing, and Mathematics Room B332, Portland Square, Drake Circus, PL4 8AA University of Plymouth, UK

1 0

Four lectureships available at University of Sussex
by Thomas Nowotny April 4, 2022

April 4, 2022

Dear comp-neuro, four permanent positions at the level of lecturer (assistant professor) are available at University of Sussex due to our rapid expansion in Computer Science and AI. The lectureships are for any topics in Computer Science/Informatics, including computational neuroscience and bio-inspired AI. Please get in touch if you want to know more. The full advert is here: https://www.sussex.ac.uk/about/jobs/lecturer-com-sci-8058 Come and work with us in the beautiful city of Brighton on the South coast of England. Best regards, Thomas -- Prof. Thomas Nowotny Head of AI Research Group CCNR, Sussex Neuroscience Phone: +44-1273-678593 Engineering and Informatics, Fax: +44-1273-877873 University of Sussex, Falmer, Brighton BN1 9QJ sussex.ac.uk/informatics/tnowotny<http://sussex.ac.uk/informatics/tnowotny> [../../owa/redir.aspx?C=9e11bb0e527242938402b42d9b5498ea&URL=http%3a%2f%2fsussex.ac.uk%2finformatics%2ftnowotny] I support the University of Sussex Community Pledge, as I continue to help those around me during the pandemic. Small acts of collaboration, kindness and integrity can make a big difference. www.sussex.ac.uk/community-pledge<http://www.sussex.ac.uk/community-pledge>

1 0

The interplay of complex and coherent dynamics in brain function; Cergy (France) May 18-22 2022
by bgutkin April 4, 2022

April 4, 2022

The HYBRID workshop The interplay of complex and coherent dynamics in brain function https://complexityparisseine.wordpress.com/ <https://complexityparisseine.wordpress.com/> will take place at Cy Advanced Studies , Neuville sur Oise (France) from 18-20 May 2022. This international workshop is the final act of the ANR Project Exact Reduction of Multiscale Neural Dynamics ERMUNDY involving CY Cergy Paris Université, École Normale Supérieure in Paris and Institut de Neurosciences des Systèmes in Marseille. Our aim is to bring in Neuville-sur-Oise scientists working in different disciplines ranging from applied mathematics to neuroscience, from physics to biology in order to address a topic of general interest as the emergence of complex and coherent dynamics in the brain. If you are interested to follow the workshop via ZOOM you should register here: https://univ-amu-fr.zoom.us/meeting/register/tZEuceypqjItE9ASdbQAOwoovh7EJc… <https://univ-amu-fr.zoom.us/meeting/register/tZEuceypqjItE9ASdbQAOwoovh7EJc…> In case you would like to come (even for 1 single day) and eventually present a poster, you should register here : https://complexityparisseine.wordpress.com/contact/ <https://complexityparisseine.wordpress.com/contact/> due to COVID restrictions only 20 places are left and they will be reserved in priority for those presenting a poster. The organizing committee A. Torcini, B. Gutkin, D. Battaglia, M. di Volo

1 0

Coordinator position 'Diversity Internship Programme', Tuebingen, Germany
by Susan Fischer April 4, 2022

April 4, 2022

---- Apologies for cross-posting ---- In an exciting venture, the Max Planck Institute for Biological Cybernetics has created a new internship programme, targeting students from currently underrepresented communities. The Institute investigates information processing in the brain for which it uses experimental, theoretical and computational methods to study perception, memory, decision-making, motor performance and more, and to develop appropriate recording and imaging techniques. We now invite applications for a part-time position for a Coordinator of the Computation and Cognition Tübingen Summer Internship (CaCTüS internship) (m/f/d;). This position is limited until 31 October 2023 in the first instance. The internship aims to improve diversity, equity and inclusion in animal, human and machine intelligence research by offering paid research stays to students from currently underrepresented groups to work on projects suggested and supervised by early career researchers. By providing hands-on research experience, access to first-class research facilities and scientific networks at the start of the students’ careers, the initiative counteracts systemic disadvantages and empowers students to continue their academic career and to develop their full potential. Key Duties & Responsibilities: In your role as CaCTüS Coordinator you will be responsible for the implementation and the overall management of the internship. You will contribute to the planning, organisation, implementation and maintenance of the programme’s activities, systems and processes and serve as the point of contact for potential candidates/enrolled interns. You will also identify and assess further potential external funding opportunities and contribute to the strategic development and promotion of the initiative. Full job description and detailed information about the position can be found on our website at: https://jobs.tue.mpg.de/jobs/168 ************************************************ Susan Fischer Coordinator Alexander von Humboldt Professorship Prof Peter Dayan & Department for Sensory and Sensorimotor Systems, Prof Zhaoping Li Eberhard Karls Universität Tübingen & Max Planck Institute for Biological Cybernetics AI Research Building R 20-7/A21 Maria-von-Linden-Str. 6 72076 Tübingen Germany susan.fischer(a)tue.mpg.de ************************************************

1 0

Postdoctoral Scholar in Computational/Theoretical Neuroscience (Western University)
by Lyle Muller April 4, 2022

April 4, 2022

The lab of Lyle Muller (http://mullerlab.ca<http://mullerlab.ca/>) at the Department of Mathematics and the Western Institute for Neuroscience (Western University, London, Ontario) has an open postdoctoral position in computational and theoretical neuroscience. This scientist will work with an international NeuroNex consortium (http://nxwm.io) studying the transcriptomic, cellular, and network basis of working memory. The project will incorporate analysis of multichannel neural data and computational models ranging from single neurons to spiking neural networks and machine learning algorithms. The researcher will work within a dynamic team and with data at multiple scales (transcriptomics, intracellular patch clamp, and extracellular spiking data). Research in this project utilizes a combination of large-scale numerical simulations, supervised/unsupervised learning, and analytical approaches. Prior experience with scientific computing languages (MATLAB, Julia, or Python) and/or low-level programming (C/C++) is preferred. Prior experience with computational modeling, signal processing, or random graph theory is also preferred. Western University offers an excellent research environment and support. Both our group and the University are deeply committed to fostering diversity in the sciences, and applications from underrepresented groups are strongly encouraged. Interested candidates can write to lmuller2(a)uwo.ca<mailto:lmuller2@uwo.ca> with a CV and statement of interest. Review of applications will begin on 18 April 2022. -- Lyle Muller http://mullerlab.ca

1 0

Deadline extension - 31st International Conference on Artificial Neural Networks ICANN 2022, Sept 6-9, Bristol, UK
by Paolo Masulli ENNS April 3, 2022

April 3, 2022

31st International Conference on Artificial Neural Networks ICANN 2022 https://e-nns.org/icann2022 *Submission deadline extended to: 13 April 2022* Bristol, United Kingdom - *Hybrid event* 6 - 9 September 2022 ============================================================= The International Conference on Artificial Neural Networks (ICANN) is the annual flagship conference of the European Neural Network Society (ENNS). In 2022 the Department of Computer Science and Creative Technologies of the University of the West of England, in Bristol, United Kingdom will organise ICANN 2022. This will be held at Frenchay Campus from 6 to 9 September 2022. The conference is currently planned as a *hybrid event* with some presence and some online participation if possible. We will continuously monitor the situation in the next few months according to the overall health developments. * **CONFERENCE TOPICS* ICANN 2022 is a conference featuring tracks in Brain-inspired Computing and Machine Learning in Artificial Neural Networks, with strong cross-disciplinary interactions and applications. All research fields dealing with Neural Networks will be present at the conference. A non-exhaustive list of topics includes: *Machine Learning*: Deep Learning, Neural Network Theory, Neural Network Models, Graphical Models, Bayesian Networks, Kernel Methods, Generative Models, Information-theoretic Learning, Reinforcement Learning, Relational Learning, Dynamical Models, Recurrent Networks, Ethics of AI. *Brain-inspired Computing*: Cognitive models, Computational Neuroscience, Self-organisation, Bioinspired Learning, Neural Control and Planning, Hybrid Neural-Symbolic Architectures, Neural Dynamics, Cognitive Neuroscience, Brain Informatics, Perception and Action. *Neural Applications for*: Bioinformatics, Biomedicine, Intelligent Robotics, Neurorobotics, Language Processing, Speech and Image Processing, Sensor Fusion, Pattern Recognition, Data Mining, Neural Agents, Brain-Computer Interaction, Neural Hardware, Evolutionary Neural Networks. *CALL FOR CONTRIBUTED SCIENTIFIC COMMUNICATIONS* All scientific communications presented at ICANN 2022 will be reviewed and scientifically evaluated by a panel of experts. The conference will feature two categories of communications: - oral communications (15'+5') - poster communications. *Call for Special Sessions and Workshops* ICANN 2022 organizers cordially invite internationally recognised experts to organise Special sessions and Workshops within the general scope of the conference. Proposals should be sent to ICANN2022(a)uwe.ac.uk *CALL FOR PAPERS* Authors willing to present original contributions in either the oral or poster category may submit: - A full paper of maximum 12 pages (including references) to be published in Springer-Verlag Lecture Notes in Computer Science (LNCS) series with individual DOI. - An extended abstract of maximum 4 pages to be published in Springer-Verlag Lecture Notes in Computer Science (LNCS) series, without indexing. The number of oral slots is limited. In case the number of requested oral presentations is larger than the available slots, the ICANN scientific committee will select which papers will be reassigned to a poster session. This selection will be based on the coherence of the programme and is totally independent of the category of submission. Submission of communications will be on the conference website: https://e-nns.org/icann2022/ *IMPORTANT DATES* Deadline for special session and workshop proposals: 28 Feb 2022 Opening of contribution submissions: 21 Feb 2022 Deadline for full paper and extended abstract submission: 13 Apr 2022 Notification of acceptance: 20 Jun 2022 Camera-ready paper upload: 30 June 2022 Deadline for author registration and early registration at early rate: 30 June 2022 *BEST PAPER AWARDS* ENNS will sponsor a maximum of four best paper awards. All awards will be presented during the final ceremony. *TRAVEL GRANTS* The European Neural Network Society sponsors a number of Student Travel Grants covering part of the costs for attending ICANN. Details will be provided on the conference website. *ORGANISATION* *General Chairs* Elias Pimenidis – UWE Bristol, UK Angelo Cangelosi – University of Manchester, UK *Organising Committee Chairs* Tim Brailsford – UWE Bristol, UK Larry Bull – UWE Bristol, UK *Honorary Chairs* Stefan Wermter – University of Hamburg, Germany (ENNS President) Igor Farkaš – FMPI, Comenius University in Bratislava, Slovakia *Programme Committee Chairs* Plamen Angelov – Lancaster University, UK Mehmet Aydin – UWE Bristol, UK Chrisina Jayne – Teesside University, UK Elias Pimenidis – UWE Bristol, UK *Communication Chairs* Paolo Masulli – ENNS, Technical University of Denmark Kristína Malinovská – FMPI, Comenius University in Bratislava, Slovakia Antonios Papaleonidas – Democritus University of Thrace, Greece

1 0

FACM-22 Conference 'New Perspectives in Math Biology' May 20-21 (2022) NJIT, Newark NJ
by Victor Matveev April 1, 2022

April 1, 2022

On May 20 and 21, 2022, the 17th Annual Conference on Frontiers in Applied and Computational Mathematics (FACM '22) will be held at the New Jersey Institute of Technology (NJIT) in Newark, New Jersey. The theme of FACM '22 Conference is "New Perspectives in Mathematical Biology." https://sites.google.com/njit.edu/facm2022/home Confirmed plenary speakers are: Carina Curto (Pennsylvania State University) Anita Layton (University of Waterloo) Grzegorz Rempala (Ohio State University) Corina Tarnita (Princeton University) FACM '22 will feature 4 minisymposia that cover a wide range of topics in math biology: (1) *learning paradigms in real and artificial neuronal networks,* (2) collective behavior in biological populations, (3) stochastic modeling at different scales, and (4) biofluids: machine learning and data-driven approaches. A poster session will run concurrently over the 2 days of the meeting. Pending NSF support, funds to cover all or part of the travel costs and local accommodation costs may be available for students, postdocs, and junior faculty. Applications by members of underrepresented groups, minorities and women are particularly encouraged. A combined poster abstract submission, travel award application and registration form (due April 15, 2022) is available at the conference homepage: https://sites.google.com/njit.edu/facm2022/home There is no registration fee for this conference. NJIT campus is located in close proximity to two train stations, the Newark Liberty International airport, and is accessible by public transportation from New York City: https://www.njit.edu/about/maps-directions FACM'22 Organizing Committee: Amitabha Bose (co-Chair), Casey Diekman, Simon Garnier, Enkeleida Lushi, James MacLaurin, Victor Matveev (co-Chair), Peter Thomas, Yuan-Nan Young -- ----------------------------------------------- Victor Matveev, Professor Applied Math, Biophysics, Neuroscience Department of Mathematical Sciences Graduate Faculty, Dept of Biological Sciences New Jersey Institute of Technology Newark, NJ 07102-1982 matveev(a)njit.edu

1 0

INCF/OCNS Software WG session on NetPyNE (4th April: 1600 UTC)
by Ankur Sinha April 1, 2022

April 1, 2022

Dear all, Apologies for the cross post. Please join us for the next INCF/OCNS Software working group "dev session" where Joe Graham will speak to us about NetPyNE: https://ocns.github.io/SoftwareWG/2022/04/04/dev-session-joe-graham-netpyne… - Date: April 4, 2022, 1600 UTC (Click here[1] to see your local time). - Location (Zoom): (login to Zoom required): https://ucl.zoom.us/j/99620419452?pwd=SkZlQnJmWWZVczNURkp2azVOZkhzUT09 Abstract: NetPyNE is an open-source Python package to facilitate the development, parallel simulation, analysis, and optimization of biological neuronal networks using the NEURON simulator. The NetPyNE GUI is available from a variety of resources: Neuroscience Gateway Portal (NSG); Open Source Brain (OSB) ; Human Brain Project (HBP) EBRAINS; and the NIH SPARC initiative. The NetPyNE source code is available on GitHub. More information is available on the NetPyNE website. During this dev session, I will give an overview of NetPyNE, go through an interactive demo using the NetPyNE GUI, describe my personal development workflow using virtual environments, and then go through two big dev projects I worked on: (1) documenting code inline and online using docstrings, Sphinx, Napoleon, and autodocsumm, and (2) separating and standardizing analysis and plotting. --------- The aim of these sessions is to stimulate discussion of the development practices and tools used by different teams to improve the software we use while also improving our knowledge of these practices and tools. We also hope to encourage more users of these tools to contribute to their development to ensure their longevity. If you develop software for neuroscience, we would love to hear about your development pipeline. Please get in touch with the Software WG on our GitHub repository[3]. The WG is a community based group that is open to everyone at all levels of their careers (academic or otherwise). Please introduce yourself to the community on our channels to get involved. [1] https://www.timeanddate.com/worldclock/fixedtime.html?msg=Dev+session%3A+Jo… [2] https://github.com/OCNS/SoftwareWG/issues -- Thanks, Regards, Ankur Sinha (He / Him / His) | https://ankursinha.in Research Fellow at the Silver Lab, University College London | http://silverlab.org/ Free/Open source community volunteer at the NeuroFedora project | https://neuro.fedoraproject.org Time zone: Europe/London

1 0

Postdoctoral position in computational neuroscience
by Maxim Bazhenov March 31, 2022

March 31, 2022

Applications are invited for NIH funded post-doctoral research position in the laboratory of Dr. Maxim Bazhenov at the University of California, San Diego to study role of sleep in memory and learning using sophisticated computer models of brain dynamics. This project involves close collaboration with experimental laboratories. The ultimate goal of the work is to understand how sleep rhythms contribute to consolidation of memory for recent learning and how sensory or electrical stimulation during sleep can enhance memory consolidation (see, e.g., 10.7554/eLife.51005; 10.1093/cercor/bhaa228; 10.1523/JNEUROSCI.1427-19.2019). Our lab research interests also include other topics in neuroscience (e.g., olfaction, epilepsy) and artificial intelligence (e.g., lifelong learning, generalization, adversarial robustness) and lab members are encouraged to participate in multiple projects. The successful candidate will be responsible for the design of the anatomically realistic brain network models based on experimental data. These models will be used to understand network dynamics that are involved in the processes of memory consolidation during sleep, as well as guide data analysis and produce novel experimental predictions. Qualified applicants are expected to have background and experience in neuroscience, computational neuroscience, physics/engineering and/or mathematics. Programming experience with C/C++ is required. Knowledge of PYTHON, PyTorch or MATLAB is a plus. The University of California offers excellent benefits. Salary is based on research experience. Applicants should send a brief statement of research interests, a CV and the names of three references to Maxim Bazhenov at mbazhenov(a)ucsd.edu -- Maxim Bazhenov, Ph.D. Professor, Department of Medicine, Neurosciences Graduate Program, UCSD, School of Medicine http://www.bazhlab.ucsd.edu/

1 0

Google Summer of Code: model and experimental data sharing on Open Source Brain
by Padraig Gleeson March 31, 2022

March 31, 2022

--Apologies for cross-posting-- Google Summer of Code <https://summerofcode.withgoogle.com/> is a global, online program focused on bringing new contributors into open source software development. Generous stipends are provided for successful applicants to work on these projects for a number of months over the summer. The INCF <http://incf.org/> has been a GSoC mentoring organisation for the past number of years, and has helped link up students with mentors to advance various projects in the wider neuroinformatics and computational neuroscience areas. The Open Source Brain initiative <http://www.opensourcebrain.org> is encouraging students to apply to be part of this. The successful candidate(s) for our 2 proposals will take published computational models and experimental datasets and convert them into open, standardised formats (e.g. NeuroML and NWB) and share them on the OSB platform as a resource for the wider community. The two projects are: *Open source, cross simulator, large scale cortical models in NeuroML and PyNN* <https://neurostars.org/t/gsoc-2022-project-idea-9-1-open-source-cross-simul…> These can be models where code is available in simulator specific formats on ModelDB, or classic models from the literature which would benefit from curating/updating/documenting. Making models available in these formats will allow them to be used & tested across multiple simulators, make the physiological properties of the models more accessible and facilitate reuse of model components. *Conversion of public neurophysiology datasets to Neurodata Without Borders (NWB) format* <https://neurostars.org/t/gsoc-2022-project-idea-9-2-conversion-of-public-ne…> This project will involve converting a number of publicly available datasets to NWB format, adding structured metadata to ensure maximal readability and reusability of the data. The converted datasets will be made available through the new NWB Explorer on the Open Source Brain repository (http://nwbexplorer.opensourcebrain.org) which allows visualisation of the data as well as interactive analysis through an inbuilt Jupyter notebook. *This opportunity is particularly relevant for Masters & PhD students currently working in model development/data analysis in neuroscience. Many students **are already reusing/converting/updating existing models and data as part of their work and this is a great opportunity to get paid extra to do this! *** Closing date for student applications: *19 April 2022* Period of working on projects: *13 June - ***12 *September 2022* Please get in contact if you have any questions. -- ----------------------------------------------------- Padraig Gleeson Room 321, Anatomy Building Department of Neuroscience, Physiology& Pharmacology University College London Gower Street London WC1E 6BT United Kingdom +44 207 679 3214 p.gleeson(a)ucl.ac.uk -----------------------------------------------------

1 0

Postdoc in Computer Vision / Machine Learning / Applied Mathematics
by Tony Lindeberg March 31, 2022

March 31, 2022

Postdoc in Computer Vision / Machine Learning / Applied Mathematics Job description The Division of Computational Science and Technology at KTH Royal Institute of Technology in Stockholm, Sweden is seeking a Postdoc in Computer Vision / Machine Learning / Applied Mathematics to handle scale-dependent image information in deep networks. In our research, we develop deep networks for processing image data that handle scaling transformations and other image transformations in a theoretically well-founded manner. Our research in this area comprises both theoretical modelling of the influence of image transformations on different architectures for deep networks and the experimental evaluation of such networks on benchmark datasets to explore their properties. The work also comprises the creation of new benchmark datasets, to enable characterization of properties of deep networks that are not covered by existing datasets. For examples of our previous work in this area, see https://www.kth.se/profile/tony/page/deep-networks Within the scope of this postdoc position, you are expected to work on and contribute to the research frontier regarding scale-covariant or scale-equivariant deep networks and/or deep networks parameterized in terms of Gaussian derivatives, on specific research topics that we choose together. The selected candidate will work closely together with the project leader Tony Lindeberg. Qualifications requirements * A doctoral degree or an equivalent foreign degree, obtained within the last three years prior to the application deadline * We are seeking a candidate with a PhD in Computer Vision, Machine Learning, Applied Mathematics or a related discipline dealing with automated analysis of image information. * Previous experience with experimental evaluations using deep learning architectures applied to image data is necessary, preferably PyTorch. * A theoretical background in continuous mathematics for modelling convolutions and the influence of image transformations on image data is also necessary. Preferred qualifications As a person you have excellent scientific and collaborative skills, in combination with independence, with very good ability to get into new scientific theories and conduct implementations and experimental evaluations in close collaboration with the research environment you are working in. The preferred candidates should have demonstrated expertise (through publications) in any one of the following: * Deep networks that handle image information for computer vision tasks, including experimental evaluation using modern architectures for deep networks. * Continuous models for deep networks applied to image information. * Theoretical modelling of scaling transformations or other image transformations applied to automated processing of image information. For further information and information about to how to apply, see https://www.kth.se/en/om/work-at-kth/lediga-jobb/what:job/jobID:490734/ Application deadline: May 2, 2022 The position is offered for a period of two years. [cid:FD2B374F-C472-4895-ADA7-B3CD5419FD22@csc.kth.se] Tony Lindeberg Professor of Computer Science — Computational Vision KTH Royal Institute of Technology Computational Brain Science Lab Division of Computational Science and Technology, CST SE-100 44 Stockholm, Sweden Phone: +46 8 790 6205 https://www.kth.se/profile/tony/

1 0

Cerebellar computation postdoc
by Nicolas Brunel March 30, 2022

March 30, 2022

A postdoc position is available to build and analyze network models of cerebellar cortex that incorporate the diversity of cell types and synaptic connections observed in this structure. The goal of this research is to better understand the functions of these diverse cell types and connections. Approaches from statistical physics, nonlinear dynamics and machine learning will be used, and models will be constrained by new electrophysiological, transcriptomic and connectomic data. The postdoc will be jointly supervised by Wade Regehr (Department of Neurobiology at Harvard Medical School) and Nicolas Brunel (Duke University). The position will be based in Wade Regehr's lab, but with frequent visits to the Brunel lab at Duke. Applicants should have a strong background in computational/theoretical neuroscience, machine learning, theoretical physics, and/or applied mathematics. We are committed to building a diverse intellectual community, and particularly encourage women and members of underrepresented groups to apply to this position. For more information on the labs: Regehr Lab: https://urldefense.com/v3/__https://regehrmedharvard.wordpress.com/__;!!OTo… Brunel Lab: https://www.neuro.duke.edu/research/faculty-labs/brunel-lab Please email a cover letter explaining background and interest in the position, a curriculum vitae, and names & email addresses of two references to: Kim McDaniels Kimberly_Mcdaniels(a)hms.harvard.edu<mailto:Kimberly_Mcdaniels@hms.harvard.edu> Please have the subject of the email: “Computational Postdoc Applicant:” Your Name

2 1

IMRF abstract submission deadline extended to April 07
by Marc Ernst March 30, 2022

March 30, 2022

Dear friends of IMRF, upon multiple request, we decided to extend the abstract submission deadline for the International Multisensory Research Forum 2022 (IMRF2022) by some days to April 07th. You can submit new abstracts for talks and posters until that date (here <https://www.conftool.net/imrf2020>). In case you submitted an abstract already previously for 2020 or 2021, please make sure to verify that your abstract and information is still up-to-date. To do so, you can log into the system (here <https://www.conftool.net/imrf2020>) and update your abstract information at any time until the deadline. In case you will not be able to make it to IMRF this year, which I would deeply regret, but you submitted an abstract earlier in the past two years, please make sure to withdraw your abstract (here <https://www.conftool.net/imrf2020>). In case you submitted an already accepted symposium in 2020, these symposia will keep their accepted status. But please as organiser of the symposium verify that all presenters of the symposia are still on board (here <https://www.conftool.net/imrf2020>). In cases where this is necessary please update the symposium information - abstracts of the symposia can be updated by the organiser of the symposium. In case you have a drop out of one or two speakers it is best to exchange them by new speakers. As for registration, I would recommend to register early (here <https://www.conftool.net/imrf2020>). At the moment it seems like the spatial restrictions may be loosened. But with this virus you never know. Also, please start looking for a hotel room early. There is the Danube Festival the same week of IMRF - a nice festival along the Danube river. We reserved some rooms but only until a month prior to the meeting. When booking, please refer to “IMRF” to get our conference rates. Looking forward to finally seeing you in Ulm in summer 2022. Best, Marc --------------------------------------------------------- Prof. Dr. Marc Ernst Applied Cognitive Psychology Faculty for Computer Science, Engineering & Psychology Ulm University Albert-Einstein-Allee 43 89081 Ulm room nr.: 43.3.103 mail: marc.ernst(a)uni-ulm.de <mailto:marc.ernst@uni-ulm.de> phone int.: +49-(0)731-50 320 50 phone ext.: +49-(0)731-50 356 27 sekr: +49-(0)731-50 320 51 mobile: +49-(0)152-22 543 156

1 0

Workshop: The interplay of complex and coherent dynamics in brain function. May 18-20, Cergy
by boris gutkin March 29, 2022

March 29, 2022

Interplay of complex and coherent dynamics in brain function will take place at CY Advanced Studies at Neuville-Sur-Oise from 18th to 20th May 2022 thanks to the support of CY Cognition, CYAS, Labex MME-DII. More information can be found here: https://complexityparisseine.wordpress.com/ The workshop will take place in a hybrid form, with a group of participants (at most 50) in presence at CYAS and the rest connected via Zoom. There will be the possibility to present posters of your research activity up to a maximum of 20 posters, There are no costs, but if you are interested you should register in both cases either in presence or in remote (Zoom) by April 30th. Organisers: Alessandro Torcini (CYU), Demian Battaglia (INS marseille), Boris Gutkin (ENS, Paris) and Matteo di Volo (University of Parma, Italy)

1 0