- Comp-neuro - lists.cnsorg.org

WCCI 2024 in Yokohama: submission deadline Jan 29

by Kenji Doya

WCCI 2024 is a joint conference on Neural Networks, Fuzzy Systems and Evolutionary Computation. The paper submission deadline has been extended to January 29. We hope to see many of you in the waterfront city of Yokohama this summer. === IEEE WCCI 2024 Call for Papers June 30 - July 5, 2024 @ Yokohama, Japan https://2024.ieeewcci.org IEEE WCCI 2024 is the world’s largest technical event on computational intelligence, featuring the three flagship conferences of the IEEE Computational Intelligence Society (CIS) under one roof: The International Joint Conference on Neural Networks (IJCNN), the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) and the IEEE Congress on Evolutionary Computation (IEEE CEC). WCCI and IJCNN Keynote Speakers: * Marios M. Polycarpou, University of Cyprus * Bernadette Bouchon-Meunier, CNRS-Sorbonne Université * Simon See, Nvidia * Saori Tanaka, NAIST & ATR * Akira Oyama, JAXA * Johan Suykens, Katholieke Universiteit Leuven * Masashi Sugiyama, Riken & University of Tokyo * Plamen Angelov, Lancaster University * Yukie Nagai, University of Tokyo * Divyashree-Shivakumar Sreepathihalli, Google IMPORTANT DATES - 29 January 2024: Paper Submission Deadline - 15 March 2024: Paper Acceptance Notification - 1 May 2024: Final Paper Submission & Early Registration Deadline - 30 June - 5 July 2024: IEEE WCCI 2024 Yokohama, Japan PAPER SUBMISSION Please read the paper submission guidelines (https://2024.ieeewcci.org/submission) before submitting your papers. * Each paper should not reveal author's identities (double-blind review process). * Papers will be checked for plagiarism. The Program Committee reserves the right to desk-reject a paper if it contains elements that are suspected to be plagiarized. * Submissions should be original and not currently under review at another venue. * Each paper is limited to 8 pages, including figures, tables, and references. A maximum of two extra pages per paper is allowed (i.e, up to 10 pages), at an additional charge of $100 per extra page. * All papers must be submitted through the IEEE WCCI 2024 online submission system. * For special session papers, please select the respective special session title under the list of research topics in the submission system. * In order for your papers to be included in the congress program and in the proceedings, final accepted papers must be submitted, and the corresponding registration fees must be paid by May 1, 2024 (11:59 PM Anywhere on Earth). * IEEE WCCI 2024 will present the Best Overall Paper Awards and the Best Student Paper Awards to recognize outstanding papers published in each of the three conference proceedings (IJCNN 2024, FUZZ-IEEE 2024, IEEE CEC 2024). The awards will be judged by an Awards Committee and the recipient of each award will be given a certificate of the award and a cash prize. * It is the policy of WCCI 2024 that new authors cannot be added at the time of submitting final camera ready papers. Please ensure that you are following this guideline to avoid any issues with publication. * WCCI 2024 adopts EDAS as the submission system, available at the following link: https://edas.info/N31614 NOTE IEEE WCCI 2024 will be primarily an in-person conference. However, the organization acknowledges that for a wide variety of reasons not all members can physically attend the conference and that traveling may simply be impossible. Therefore, the conference will provide the possibility for remote presentation (live online talk with live online Q&A) for remote authors. At least one remote author must register for the conference (regular registration, as IEEE Member or Non-Member). In addition to delivering the live online talk, remote authors are also asked to provide a recording their talk, which will be made available to all attendees to be viewed at their own convenience. The recorded talk will also be used as a backup just in case there are Internet connection problems during the live online talk. Remote attendees can attend only online sessions whereas on-site attendees can attend all sessions (i.e., both online and on-site sessions). ---- Kenji Doya <doya(a)oist.jp> Neural Computation Unit, Okinawa Institute of Science and Technology Graduate University 1919-1 Tancha, Onna, Okinawa 904-0495, Japan Phone: +81-98-966-8594; Fax: +81-98-966-2891 https://groups.oist.jp/ncu

Jan. 22, 2024

3 Year Shanahan Fellowships at Allen Inst. + UW -- apply by Feb 1

by Eric Shea-Brown

Sharing a unique and cool opportunity — the three year Shanahan Foundation Fellowships at the interface of data and neuroscience, open to early-career scholars from diverse disciplines, and co-hosted by the Allen Institute and the University of Washington’s Computational Neuroscience Center and eScience Institute in Seattle. Please head to https://alleninstitute.org/what-we-do/brain-science/careers/shanahan-founda… <https://alleninstitute.org/careers/internships-and-postbac/shanahan-foundat…>for more info and to apply to join us in Seattle, by Feb 1!

Jan. 21, 2024

Summer research internships at the FlatIron Institute, New York City

by Eero Simoncelli

Graduate students and advanced undergraduates: *Spend a summer doing research at the Flatiron Institute in NYC!* Information about the Center for Computational Neuroscience: https://www.simonsfoundation.org/flatiron/center-for-computational-neurosci… Information about our summer internship program (application deadline: 2 Feb 2024): https://apply.interfolio.com/137388 *Eero Simoncelli*Scientific Director | Center for Computational Neuroscience | FlatIron Institute, Simons Foundation Silver Professor | Neural Science, Mathematics, Data Science, and Psychology | New York University https://www.cns.nyu.edu/~eero

Jan. 20, 2024

Postdoctoral researcher in computational neuroscience and neuroinformatics

by Daniele Marinazzo

Dear colleagues I am happy to announce a postdoctoral position at Ghent University, Belgium, aligned with the initiatives of the EBRAINS 2.0 project, funded by the European Commission, with dozens of partners performing top level research across Europe. EBRAINS AISBL is a prominent contributor to the European digital neuroscience research infrastructure ( https://www.ebrains.eu/) Our exciting research program centers around DIGITAL TWIN Brain Models, leveraging neuroimaging data and the power of statistical inference. We aim to enhance scalability and reliability, facilitating the translation of personalized predictive medicine into clinical applications and innovations. Our goal is to seamlessly integrate this workflow into the EBRAINS ecosystem. The successful candidate will contribute to the development of the modeling and simulation framework essential for realizing the Digital Twin vision. More specifically, the selected candidate will contribute to building personalized workflows for biologically and anatomically inspired models for multiple datasets and to exploring different strategies for model inversion (from data to model structure and model parameters), exploiting the range of temporal and spatial scales present in EBRAINS. The outcomes will be integrated with data and models following the openMINDS metadata schemes and according to the BIDS standards. Please find all the info (including how to apply) at the link below https://jobs.ugent.be/job/Ghent-Postdoctoral-researcher-in-computational-ne…

Jan. 19, 2024

Multiple positions in the Naud Lab

by Richard Naud

Centre for Neural Dynamics and Artificial Intelligence, University of Ottawa We are recruiting multiple postdoctoral fellows and graduate students for projects in NeuroAI. The successful candidate will become an integral part of the Neural Coding lab and participate in a collaborative research environment. We have positions within three larger projects: 1) mathematical modeling of the electrical stimulation of cortex (a project co-lead with MIT and MGH), 2) an applied AI project with high-throughput neuroscience data (part of the Brain-Heart Initiative), 3) plasticity in large spiking neural network for real world applications (sponsored by industrial partners). Ottawa is a vibrant city, capital of Canada. For more information, see https://neurodynamic.uottawa.ca/ottawa.html. Qualifications: physics, computer science, mathematics, or engineering. Start date: As soon as a suitable candidate is found. Submit: CV, statement of research interest and contact for 3 references. Deadline: We will start reviewing applications January 30, 2024. Contact: rnaud(a)uottawa.ca<mailto:rnaud@uottawa.ca> (Richard Naud)

Jan. 19, 2024

new neuroscience course for people from machine learning

by Goodman, Daniel F M

Hi everyone, We made a free, open course on neuroscience for people with a machine learning or other quantitative background. You can use it to get started in computational neuroscience or just to indulge your neurocuriousity. I believe that neuroscience and ML can learn from each other and do better together than on their own. The course has 34 short videos from introductory topics right up to recent discoveries we still don't fully understand. We also have practical exercises focussed on open ended discovery, fully compatible with Google Colab. Check out the course website at: https://neuro4ml.github.io/ Over the next year, I'll be turning this into an 'interactive textbook' with videos, text and runnable code in one place, and welcoming contributions on new topics, corrections, etc. through GitHub issues. All our materials are freely licensed for reuse in your own courses too. Why this new course? There's a lot of intro neuroscience courses out there, and a lot of ML for neuroscientists, but I wanted this one to be specifically for quantitative people who are curious about the brain, interested in how it might be similar and different to ML. We hope you'll enjoy it! Thanks! Dan Goodman and Marcus Ghosh Imperial College London

Jan. 18, 2024

Call for applications for Systems Vision Science Virtual Summer School & Symposium, June 19 -July 12, 2024

by Pavlovic, Maria

Systems Vision Science Virtual Summer School & Symposium: June 19th - July 12th, 2024 -------------------------------- Applications are invited for a virtual edition <https://summerschool.lizhaoping.org/virtual-systems-vision-science-summer-s chool-symposium-2024/> of the Systems Vision Science Summer School and Symposium that took place in Max Planck Institute for Biological Cybernetics in Tuebingen, Germany in August 2023 <https://summerschool.lizhaoping.org/> . This year, the virtual edition enables students to attend from afar by formal lectures via Zoom and informal and social communications via a Slack channel. Systems Vision Science combines computational, behavioral, and neuroscience methods to discover functions and algorithms for vision in various brain regions and their implementations in neural circuits. This summer school is designed for everyone interested in gaining a systems level understanding of biological vision. We plan a coherent, graduate-level, syllabus on the integration of experimental data with theory and models. The syllabus content will be very similar to the edition in 2023, the learning format, the delivery, and social interactions will be adjusted to suit the virtual format. Experience or knowledge in (A) computational methods, (B) visual psychophysics, and (C) vision neuroscience, is not required. However, experience in at least one of (A), (B), and (C), and a readiness to learn, is expected. The Summer School will be followed by a Systems Vision Science Virtual Symposium on July 12th. All admitted summer school students will be invited to attend this symposium and are encouraged to submit for a presentation at the symposium. The symposium will also feature two invited keynote presentations. A certificate of completion of the summer school course will be provided after the student's successful completion of the summer school. -------------------------------- Important Dates: March 31, 2024 Deadline for applications April 12, 2024 Notification of acceptance April 29, 2024 Registration fees due June 19 - Virtual Systems Vision Science Summer School takes place July 10, 2024 (formal lectures via Zoom and informal and social communications via a Slack channel) July 12, 2024 Virtual Systems Vision Science Symposium takes place (3 -7 pm German time) -------------------------------- Please click here <https://summerschool.lizhaoping.org/virtual-systems-vision-science-summer-s chool-symposium-2024/> to find more details and to apply by March 31, 2024. Summer School admission will be based on interest/motivation and prior knowledge/experience of the applicants, and on how much the applicants could benefit from participation. Please direct inquiries to svs.summerschool(a)tue.mpg.de <mailto:svs.summerschool@tue.mpg.de> -------------------------------- Organizing Team Li Zhaoping Maria Pavlovic Junhao Liang Max Planck Institute for Biological Cybernetics University of Tuebingen www.lizhaoping.org <http://www.lizhaoping.org>

Jan. 18, 2024

Announcing Open Source Brain v2.0: NetPyNE, NWB Explorer and JupyterLab; ModelDB models and DANDI Archive datasets

by Padraig Gleeson

<Apologies for cross posting> We would like to announce a major new version of the Open Source Brain platform (v2.0) we have been working on which has a range of new features for you to try: https://v2.opensourcebrain.org. You can create cloud based, persistent workspaces which contain models and data from a number of sources (https://v2.opensourcebrain.org/repositories) including: - All *OSBv1* projects incorporating NeuroML and PyNN models - All *ModelDB* entries - All *BRAIN Initiative DANDI Archive* datasets containing NWB files Inbuilt applications which can open these workspaces include: *- NetPyNE UI*, a 3D graphical application for neuronal simulations (NeuroML compliant) *- NWB Explorer* for opening and visualising data in NWB files *- JupyterLab*, a full interactive Python environment, with a number of computational neuroscience, data analysis and machine learning packages preinstalled. Full documentation is at https://docs.opensourcebrain.org and a Guided Tour introducing the main features of the platform is here <https://docs.opensourcebrain.org/OSBv2/Guided_tour.html>. We are very keen for new users to try out our platform. Please note that you will require a different username/password for OSBv2 from OSBv1. We are also very happy to make dedicated resources available on the platform to support classes/tutorials/computational neuroscience schools. The Open Source Brain Initiative aims to: - Make neuroscience experimental data and computational models from around the world easily findable in a single location - Provide a free to use, collaborative, web based, interactive computing platform that integrates state of the art software tools for accessing and working with large scale data sets and computational models. - Encourage the use of standards for making research outputs more FAIR (Findable, Accessible, Interoperable and Reusable): OSBv2 supports NeuroML for models and NWB for data. Please get in contact if you would like to help us with any of these goals! Regards, The OSB Team

Jan. 17, 2024

CFP COMPLEX NETWORKS 2024 Istanbul Turkey December 10 - 12, 2024

by Hocine Cherifi

13 *th **International Conference on Complex Networks & Their Applications* Istanbul, Turkey December 10 - 12, 2024 COMPLEX NETWORKS 2024 <https://complexnetworks.org/> We encourage researchers from diverse disciplines to share their insights, engage in discussions, and contribute to the vibrant field of complex networks. Join us in Istanbul for a stimulating exchange of ideas and collaborations that transcend disciplinary boundaries. Submission Deadline: September 3, 2024 Submission Categories: Full papers (not previously published up to 12 pages) and Extended Abstracts (about published or unpublished research up to 4 pages) are welcome. · *Papers *will be included in the conference *proceedings edited by Springer* · *Extended abstracts* will be published in the *Book of Abstracts (with ISBN)* Publication Opportunities: Extended versions will be invited for publication in *special issues of international journals:* o PLOS <https://journals.plos.org/plosone/> one <https://journals.plos.org/plosone/> o PLOS COMPLEX SYSTEMS <https://journals.plos.org/complexsystems/> o Applied Network Science <https://appliednetsci.springeropen.com/> edited by Springer o Social Network Analysis and Mining <https://link.springer.com/journal/13278> edited by Springer o Advances in Complex Systems <https://www.worldscientific.com/toc/acs/24/02> edited by World Scientific o Entropy <https://www.mdpi.com/journal/entropy> edited by MDPI o Complex Systems <https://www.complex-systems.com/about/> *TOPICS* *Topics include, but are not limited to: * o Models of Complex Networks o Structural Network Properties and Analysis o Complex Networks and Epidemics o Community Structure in Networks o Community Discovery in Complex Networks o Motif Discovery in Complex Networks o Network Mining o Network embedding methods o Machine learning with graphs o Dynamics and Evolution Patterns of Complex Networks o Link Prediction o Multilayer Networks o Network Controllability o Synchronization in Networks o Visual Representation of Complex Networks o Large-scale Graph Analytics o Social Reputation, Influence, and Trust o Information Spreading in Social Media o Rumour and Viral Marketing in Social Networks o Recommendation Systems and Complex Networks o Financial and Economic Networks o Complex Networks and Mobility o Biological and Technological Networks o Mobile call Networks o Bioinformatics and Earth Sciences Applications o Resilience and Robustness of Complex Networks o Complex Networks for Physical Infrastructures o Complex Networks, Smart Cities and Smart Grids o Political networks o Supply chain networks o Complex networks and information systems o Complex networks and CPS/IoT o Graph signal processing o Cognitive Network Science o Network Medicine o Network Neuroscience o Quantifying success through network analysis o Temporal and spatial networks o Historical Networks We look forward to your submissions and your participation in COMPLEX NETWORKS 2024! The Organizers Join us at COMPLEX NETWORKS 2024 <https://www.complexnetworks.org/> *-------------------------* Hocine CHERIFI University of Burgundy Franche-Comté Laboratoire* I*nterdisciplinaire *C*arnot de *B*ourgogne - ICB UMR 6303 CNRS Editor in Chief Plos Complex Systems <https://plos.org/complex-systems-research-journal/#:~:text=PLOS%20Complex%2….> Founding & Adisory Editor Applied Network Science <https://appliednetsci.springeropen.com/> Editorial Board member PLOS One <https://journals.plos.org/plosone/>, IEEE ACCESS <https://ieeeaccess.ieee.org/?http%3A%2F%2Fieeeaccess_ieee_org%2F>, Scientific Reports <https://www.nature.com/srep/>, Journal of Imaging <https://www.mdpi.com/journal/jimaging>, Quality and Quantity <https://www.springer.com/journal/11135/>, Computational Social Networks <https://computationalsocialnetworks.springeropen.com/>, Complex Systems <https://www.complex-systems.com/>

Jan. 17, 2024

ACDL 2024, 7th Advanced Course on Data Science & Machine Learning - From Deep Learning to Generative AI | June 10-14 | Riva del Sole Resort & SPA - Italy -> Early Registration: by February 23

by Giuseppe Nicosia

* Apologies for multiple copies. Please forward to anybody who might be interested, thanks * #ACDL2024, An Interdisciplinary Course: From Deep Learning to Generative AI ACDL 2024 is a full-immersion 5-day course in Tuscany on cutting-edge advances in AI, Deep Learning, LLMs, Data Sc. & Generative AI with lectures delivered by world-renowned experts. If you want to learn NLP, Generative AI Transformers, Diffusion Models, Large language models, Vision - Large-scale vision models, Vision and language, Beyond vision and language, Multimodal Foundation Models and much more then take part in ACDL 2024! ;-) Riva del Sole Resort & SPA - Tuscany, Italy, June 10-14 https://acdl2024.icas.events acdl(a)icas.cc EARLY REGISTRATION: by February 23 (AoE) https://acdl2024.icas.events/registration/ Oral Presentation Submission Deadline: by February 23 (AoE) LECTURERS: Each Lecturer will hold up to four lectures on one or more research topics. https://acdl2024.icas.events/lecturers/ * Joseph Sifakis, Verimag Laboratory, Grenoble, France *Turing Award* Lecture(s) "Testing systems intelligence - A systems engineering perspective" * Gabriel Barth-Maron, DeepMind, London, UK 4 Lessons on "Multimodal Foundation Models" * Sven Giesselbach, Fraunhofer Institute - IAIS, Germany 5 Lessons on "Introduction on Foundation Models" * Ramin Hasani, MIT, USA 4 Lessons on "Continuous Neural Networks / Liquid Neural Networks" * Nora Kassner, DeepMind, London, UK "Large Language Models: Life after Pre-training" "Large Language Models: Evaluation" "Large Language Models: Reasoning and Factuality" "Large Language Models: Retrieval augmentation and Tool-use" * Petros Koumoutsakos, Harvard University, USA “Machine Learning for Modeling and Control of Complex Systems” 1/2 “Machine Learning for Modeling and Control of Complex Systems” 2/2 “Solving forward and inverse problems with and without neural networks” “Bayesian Uncertainty Quantification” * Maria Liakata, The Alan Turing Institute, UK 4 Lessons on "Longitudinal Language Processing with User Generated Content" * Panos Pardalos, University of Florida, USA Lectures 1-2 TBA Topics: Data Science, Application to Neuroscience * Jakub M. Tomczak, Eindhoven University of Technology, The Netherlands 4 Lessons on “Deep Generative Modelling” * Rianne van den Berg, Microsoft Research Amsterdam, The Netherlands 3 Lessons on "Diffusion Models" * Pascal Van Hentenryck, Georgia Institute of Technology, USA 3 Lessons on "Fusing Machine Learning and Optimization for Engineering" * Max Welling, University of Amsterdam, The Netherlands 3 Lessons on "Generalized Belief Propagation Algorithms for Tensor Network Contractions" More Lecturers TBA TUTORIAL SPEAKERS: TBA Each Tutorial Speaker will hold more than four lessons on one or more research topics. PAST LECTURERS: https://acdl2024.icas.events/past-lecturers/ ACDL 2024 VENUE: Riva del Sole Resort & SPA Località Riva del Sole‚ Castiglione della Pescaia (Grosseto) CAP 58043‚ Tuscany‚ Italy p: +39-0564-928111 e: booking.events(a)rivadelsole.it w: https://www.rivadelsole.it/en/ https://acdl2024.icas.events/venue/ PAST EDITIONS: https://acdl2024.icas.events/past-editions/ REGISTRATION: https://acdl2024.icas.events/registration/ CERTIFICATE & 8 ECTS: PhD students, Postdocs, Industry Practitioners, Junior and Senior Academics, and will be typical profiles of the ACDL attendants. The Course will involve a total of 36-40 hours of lectures, according to the academic system the final achievement will be equivalent to 8 ECTS points for the PhD Students (and some strongly motivated master student) attending the Course. At the end of the course, a formal certificate will be delivered indicating the 8 ECTS points. TO PARTICIPATE IN ACDL 2024, all attendants must (1/2) register for the course (by February 23, 2024) and (2/2) book accommodation at the course venue, Riva del Sole Resort & SPA‚ (by April 23, 2024); all attendants must stay at the Riva del Sole Resort & SPA. Once accommodation has been booked at Riva del Sole Resort & SPA‚ the participant must send this information (including the Booking Number) to the ACDL organizing committee (acdl(a)icas.cc) ACDL is a residential course, so all lecturers and participants must reside in the same Hotel (Riva del Sole Resort & SPA). No exceptions are made. For privacy reasons, the Hotel cannot match people. If you have someone to share the apartment with, please send to the Hotel ( booking.events(a)rivadelsole.it) the name, surname and email address. Otherwise the solution is to book an apartment in single use. Anyone interested in participating in ACDL 2024 should register as soon as possible. See you in Riva del Sole in June! Giuseppe Nicosia & Panos Pardalos - ACDL 2024 Directors. ACDL 2024 Scientific & Organizing Committees. https://acdl2024.icas.events acdl(a)icas.cc 7th Advanced Course on Data Science & Machine Learning - ACDL 2024, 10-14 June, Riva del Sole Resort & SPA, Castiglione della Pescaia (Grosseto) – Tuscany, Italy. An Interdisciplinary Course: Big Data, Deep Learning & AI without Borders Early Registration: by February 23, 2024 (AoE) The Course is equivalent to 8 ECTS points for the PhD Students and the Master Students attending the Course. https://acdl2024.icas.events/ 10th International Conference on Learning, Optimization and Data – LOD 2024, 22–25 September, Riva del Sole Resort & SPA, Castiglione della Pescaia (Grosseto) Tuscany, Italy https://lod2024.icas.events/ lod(a)icas.cc Submission Deadline: March 23 4th Advanced Course and Symposium on Artificial Intelligence and Neuroscience – ACAIN 2024, 22–25 September Riva del Sole Resort & SPA, Castiglione della Pescaia (Grosseto) Tuscany, Italy https://acain2024.icas.events/ acain(a)icas.cc Symposium Submission Deadline: March 23 Early Registration Deadline for the Course: March 23 The Course is equivalent to 8 ECTS points for the PhD Students and the Master Students attending the Course. ICAS - The Interdisciplinary Centre of Advanced Studies https://icas.cc/

Jan. 17, 2024