- Comp-neuro - lists.cnsorg.org

IRMA: Machine learning-based harmonization of 18F-FDG PET brain scans in multi-center studies
by Michael Biehl Feb. 19, 2025

Feb. 19, 2025

Our paper "IRMA: Machine learning-based harmonization of 18F-FDG PET brain scans in multi-center studies" by Sofie Lövdal et al. has been published in the European Journal of Nuclear Medicine and Molecular Imaging and is available online (open access): https://link.springer.com/article/10.1007/s00259-025-07114-4 In this work we apply interpretable machine learning systems for the analysis of 18-FDG PET brain scans from different medical centers. We show that the center origin of healthy control brain images acquired with different scanners/protocols can be identified with high confidence. Consequently, machine learning models trained with data from different scanners may be heavily impacted by this bias when applied to a clinically relevant problem, e.g. the differential diagnosis of neurodegenerative disorders. We propose IRMA (Iterated Relevance Matrix Analysis) as a recursive method to learn and disregard bias in PET feature vectors. Related code is freely available at https://github.com/SofieLovdal/IRMA-harmonization --------------------------------------------------- Prof. Dr. Michael Biehl Bernoulli Institute for Mathematics, Computer Science & Artificial Intelligence P.O. Box 407, 9700 AK Groningen, NL https://www.cs.rug.nl/~biehl m.biehl(a)rug.nl

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[Meeting] CRNS Talk Series - Live Talk by Dr. Yumi Iwashita - NASA JPL, USA
by Amir Aly Feb. 18, 2025

Feb. 18, 2025

Dear All * *Apologies for cross-posting** The* Center for Robotics and Neural Systems* (CRNS) and *UK-Ireland IEEE RAS Chapter* are pleased to announce the talk of *Dr. Yumi Iwashita* from *NASA JPL, USA* on Wednesday, *February 26th *from *3:30 PM* to *5:00 PM* (*London time*) over *Zoom*. *Thank you for forwarding the invitation to any of your colleagues who might be interested*. >> *Events*: The CRNS talk series will cover a wide range of topics including Social and Cognitive Robotics, Computational Neuroscience, Developmental Psychology, Computational Linguistics, Cognitive Vision, AI and Machine Learning, and healthcare. More details are available here: https://www.plymouth.ac.uk/research/robotics-neural-systems/whats-on <https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.plymo…> >> *Link for the next event (**No Registration is Required**)*: Join Zoom Meeting *https://plymouth.zoom.us/j/95753314935?pwd=B9cuV9Dj6MWkhgrWEZrGsVz9brL21Q.1&from=addon <https://plymouth.zoom.us/j/95753314935?pwd=B9cuV9Dj6MWkhgrWEZrGsVz9brL21Q.1…>* >> *Title of the talk: **Exploring Moons: Preparing for Future Missions to Europa and the Moon* *Abstract*: Each planet has one or more moons, many of which hold immense potential for unlocking fundamental questions about the origins of life. Among the numerous moons in our solar system, Jupiter’s Europa, Earth’s Moon, and Saturn’s Enceladus are of particular scientific interest. NASA’s Jet Propulsion Laboratory (JPL) has undertaken several projects focused on these celestial bodies. In this talk, I will introduce two key projects related to Europa and the Moon. The first project, the Europa Lander Mission Concept, faces significant challenges, including a highly limited operational lifetime, constrained energy supply, intermittent communication with prolonged blackouts, and hazardous environmental conditions. Moreover, its extreme distance from Earth prevents reliance on real-time human control. To address these constraints, we developed an autonomous software prototype to test and validate planning and execution strategies for science-driven missions with minimal human intervention. Additionally, we demonstrated autonomous sampling techniques at Matanuska Glacier, Alaska. The second project, LuNaMaps, focuses on autonomous lunar landing. Successful planetary landings require precise localization with respect to the targeted site. However, landing on the Moon presents unique challenges, including insufficient global high-resolution data, the need to validate existing datasets, and extreme illumination conditions—especially at the poles. To address these issues, we have developed methodologies for generating high-quality Digital Elevation Maps (DEMs) and tools to evaluate their accuracy and reliability, supporting future lunar exploration missions. >> If you have any questions, please don't hesitate to contact me, Regards -------------------------------------------- *Dr. Amir Aly*, PhD, FHEA, SIEEE Lecturer in Artificial Intelligence and Robotics Programme Manager of Artificial Intelligence UK and Ireland IEEE RAS Chapter Vice Chair Director of the Centre for Robotics and Neural Systems (CRNS) School of Engineering, Computing, and Mathematics Room A307 Portland Square, Drake Circus, PL4 8AA University of Plymouth, UK

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[Newsletter RTAIM] 16th RTAIM Seminar + 5th Inter. Conf. Phil. Mind (15-21 May 2025)
by steven gouveia Feb. 18, 2025

Feb. 18, 2025

Dear All, We are happy to announce the Call for Abstracts for the 5th International Conference Philosophy of Mind: Natural and Artificial Intelligence, which will happen between the 15-21 May 2025 at the Faculty of Humanities of the University of Porto. The conference will be divided into two formats: 15-16 May fully online, and 19, 20 and 21 May 2025 fully in-person in Porto. Keynotes speakers are: Michael Spezio (Scripps College, USA), Anna Strasser (LMU-Munich), Gabriel Mograbi (Federal Uni. Rio Janeiro), Sara Lumbreras (Uni. Pontificia Comillas, Madrid) and Sofia Miguens (University of Porto). The best submitted talk will receive the Philosophy of Mind Award 2025 (waived fee). More information can be found here: https://ifilosofia.up.pt/activities/5-international-conference-philosophy-m… [deadline: 15 March 2025]. Following the 15th rTAIM Online Seminar (by Silvia Dadà, Uni. Pisa, cf. https://www.youtube.com/watch?v=2FGyQaGbJw4) we are happy to announce the 16th rTAIM Online Seminar, with the participation of Caio Portella (Uni. São Paulo, Brazil) on the 19th February 2025, 15h00-16h30 Lisbon Time Zone, via Zoom with the title “Artificial Intelligence and Traditional Medicines: Bridging Ethics, Culture, and Innovation in Global Health". You can find the relevant Zoom information here: Link: https://videoconf-colibri.zoom.us/j/91602022360?pwd=l9Rn3i0NvdTt3pKU8dVe09W… ID: 916 0202 2360 Password: 797183 We are also happy to share new outputs of the RTAIM Project: 1. Gouveia, S.S. The Ethics of Artificial Intelligence in Medicine: Preliminary Remarks. glob. Philosophy 35, 4 (2025) (cf. https://link.springer.com/article/10.1007/s10516-024-09737-y) [full paper can be provided via email upon request]. 2. Sincerely yours, RTAIM Team

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Birmingham-Leiden Summer School in Computational Social Cognition 2025
by Lei Zhang Feb. 17, 2025

Feb. 17, 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. 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 (He/Him)* Associate Professor/Principal Investigator, Centre for Human Brain Health (CHBH) & Institute for Mental Health (IMH) Psychology, College of Life & Environmental Sciences University of Birmingham, B15 2TT, Birmingham, UK *e: l.zhang.13(a)bham.ac.uk <l.zhang.13(a)bham.ac.uk> * *w: lei-zhang.net <https://lei-zhang.net/>* *t: @lei_zhang_lz <https://twitter.com/lei_zhang_lz>*

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Multiple PhD positions in Cognitive Neuroscience at SISSA - application deadline 20 March 2025
by Eugenio Piasini Feb. 17, 2025

Feb. 17, 2025

Up to 6 PhD positions in Cognitive Neuroscience are available at SISSA, Trieste, starting October 2025. SISSA is an elite postgraduate research institution for Maths, Physics and Neuroscience, located in Trieste, Italy. SISSA operates in English, and its faculty and student community is diverse and strongly international. The Cognitive Neuroscience group (https://phdcns.sissa.it/) hosts 6 research labs that study the neuronal bases of time and magnitude processing, neuronal foundations of perceptual experience and learning in various sensory modalities, motivation and intelligence, language, and neural computation. Our research is highly interdisciplinary; our approaches include behavioral, psychophysics, and neurophysiological experiments with humans and animals, as well as computational, statistical and mathematical models. Students from a broad range of backgrounds (physics, maths, medicine, psychology, biology) are encouraged to apply. The selection procedure is now open. The application deadline for the spring admission round is 20 March 2025 at 1pm CET. Please apply here<https://pica.cineca.it/sissa/phd-cns-01-2025/>, and see the admission procedure page<https://phdcns.sissa.it/admission-procedure> for more information. Please contact the PhD Coordinator Mathew Diamond (diamond(a)sissa.it) and/or your prospective supervisor for more information and informal inquiries.

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📢 Reminder: FRCCS 2025 – Submit Your Work Before the Deadline!
by Hocine Cherifi Feb. 17, 2025

Feb. 17, 2025

*Dear Colleagues,* 🚨 *Don’t miss your chance to contribute to FRCCS 2025!* We invite you to *submit your research* and join us in *Bordeaux* for an exciting exchange on *complex systems.* 🔥 *Submission Deadlines* ✅ *Main Conference:* *February 21, 2025* ✅ *Workshops:* *March 20, 2025* 🔗 *Submit your work:* CMT Submission Portal <https://cmt3.research.microsoft.com/FRCCS2025/> 🌍 *More info:* FRCCS 2025 Website <https://iutdijon.u-bourgogne.fr/ccs-france/> ------------------------------ 🌟 *Discover FRCCS 2025 Workshops* In addition to the main conference, FRCCS 2025 features *specialized workshops* exploring key challenges in *complexity science.* These workshops provide *a unique platform* to engage with experts, exchange insights, and foster collaborations. 📢 *Workshops at FRCCS 2025:* 🎨 *Beauty in Complexity* – *Benjamin Renoust* 🔗 *Complex Networks and Blockchain for the Future of Trusted Connectivity* – *Annamaria Ficara* 🤝 *Emergence of Cooperation Across Scales* – *Emma Zajdela* 🧬 *Understanding Complex Systems in Biology – Tissue Growth, Morphogenesis, and Signal Dynamics* – *Xinyi Liu* 🧠 *Cognitive Biases in ABMs and Agent-Resolved Data* – *Damien Challet* 📊 *Decoding Success in Business and Economics: A Complexity Science Perspective* – *Fabian Braesemann* 🌐 *2nd Workshop on Complex Network Sparsification & Beyond* – *Hamida Seba* *📢** Ready to Contribute?* Be part of FRCCS 2025 by submitting your work and engaging in our workshops. We look forward to your contributions and to welcoming you to *Bordeaux!* 💡 *Submit Now:* CMT Submission Portal <https://cmt3.research.microsoft.com/FRCCS2025/>

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Fwd: [seminar.wwtns] NEW: More seminars of VVTNS 5th season are now online
by David Hansel Feb. 16, 2025

Feb. 16, 2025

[image: VVTNS.png] https://www.wwtns.online <https://streaklinks.com/A9c7PbbpKY7PxB6PaAJWGD3-/https%3A%2F%2Fwww.wwtns.on…> - on twitter: wwtns@TheoreticalWide The following seminars are now available on the VVTNS website and YouTube channel ---------------------------------------------------------- Unraveling information processing through functional networks Hannah Choi Georgia Tech talk given on November 6, 2024 https://www.wwtns.online/past-seminars-2024-2025 ------------------------------------ The algebra of cognition Chris Eliasmith University of Waterloo talk given on November 20, 2024 https://www.wwtns.online/past-seminars-2024-2025 --------------------------------------- Back to the Continuous Attractor Memming Park Champalimaud Foundation talk given on November 27, 2024 https://www.wwtns.online/past-seminars-2024-2025 --------------------------------------- Properties of memory networks with excitatory-inhibitory assemblies Claire Meissner-Bernard Friedrich Miescher Institute for biomedical research, Basel talk given on December 18, 2024 https://www.wwtns.online/past-seminars-2024-2025 ---------------------------- Dense Associative Memory and its potential role in brain computation Dmitry Krotov IBM Research, Cambridge, USA talk given on January 8, 2025 https://www.wwtns.online/past-seminars-2024-2025 ----------------------------- New methods for tracking and control of dynamic animal behavior during learning Jonathan Pillow Princeton University talk given on January 15, 2025 https://www.wwtns.online/past-seminars-2024-2025 ----------------------------- *About VVTNS : Launched as the World Wide Theoretical Neuroscience Seminar (WWTNS) in November 2020 and renamed in homage to Carl van Vreeswijk in Memoriam (April 20, 2022), Speakers have the occasion to talk about theoretical aspects of their work which cannot be discussed in a setting where the majority of the audience consists of experimentalists. The seminars, **held on Wednesdays at 11 am ET,** are 45-50 min long followed by a discussion. The talks are recorded with authorization of the speaker and are available to everybody on our YouTube channel.* ᐧ

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World wide VVTNS series (fifth season): Wednesday, February 19, 2025, at 11:00 am EST| Jens-Bastian Eppler , Centre de Recerca Matemàtica Barcelona
by David Hansel Feb. 16, 2025

Feb. 16, 2025

[image: VVTNS.png] https://www.wwtns.online <https://streaklinks.com/A9c7PbbpKY7PxB6PaAJWGD3-/https%3A%2F%2Fwww.wwtns.on…> - on twitter: wwtns@TheoreticalWide You are cordially invited to the lecture given by Jens-Bastian Eppler Centre de Recerca Matemàtica Barcelona <https://www.researchgate.net/institution/Goethe-Universitaet_Frankfurt_am_M…> on the topic of Representational drift reflects ongoing balancing of stochastic changes by Hebbian learning The lecture will be held on zoom on Wednesday, February 19, 2025, at *11:00 am EST * To receive the link: https://www.wwtns.online/register-page *Abstract: * Even in stable environments, sensory responses undergo continuous reformatting, a phenomenon known as representational drift. Using chronic calcium imaging in mouse auditory cortex, we show that during this representational drift signal correlations predict future noise correlations, suggesting that stimulus-driven co-activation strengthens effective connectivity via Hebbian-like plasticity. Linear network models reveal that these temporal dependencies between signal and noise correlations emerge only when Hebbian learning balances stochastic synaptic changes, preventing functional degradation. Our findings highlight how ongoing input-driven plasticity stabilizes neural representations amidst inherent synaptic variability. *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.*

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[Workshop in Mallorca] Embracing Complexity
by RUBÉN HERZOG Feb. 14, 2025

Feb. 14, 2025

We are pleased to invite you to the Workshop titled "Embracing Complexity: 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/en/) ABOUT THE WORKSHOP This workshop will offer a comprehensive and interdisciplinary perspective on the applications of emergence in examining various real-world systems, including its use in understanding high-order interactions and complexity across diverse biological and ecological scales. With an emphasis on the micro-to-macro relations between cells, humans, and ecology, we aim to present emergence both as a practical tool and a principled approach. The mornings will be devoted to theory-driven presentations that draw from recent operational advances in capturing emergent phenomena, while the afternoons will feature hands-on sessions tailored for practical implementation of these topics. Something we are most thrilled about will be a coordinated outdoor excursion during the week to unwind and visit the island. This is not all, we also plan to have an immersive installation centred on exploring a collective experience of emergence with the voluntary participation of all the attendees. We hope you will also be pleased to join! REGISTRATION All applications should submit an abstract, which will be the key element for selection. After selection, participants will be asked to pay a fee of 400€, which will cover 5 nights (from the 22nd to the 26th of June) at the residency of the Universidad de las Islas Baleares, breakfast, lunch, coffee breaks and the excursion. SUBMISSION DEADLINE 14 of March of 2025. Selection will be informed by the end of April of 2025. Abstract submission here <https://forms.gle/eQhWYyC3mjd6EhYC9>. CONFIRMED SPEAKERS Fernando Rosas, University of Sussex, UK Lauren Ross, University of California, Irvine, USA Antonella Tramacere, Università Roma Tre, Italy Ivana Konvalinka, Technical University of Denmark, Denmark Carmen Miguell, Universitat de Barcelona, Spain Leonardo Gollo, IFISC, Spain David Sanchez, IFISC, Spain Lucas Lacassa, IFISC, Spain Borjan Milinkovic, NeuroPSI, France Pedro Mediano, Imperial College London, UK Julia Mindlin, University of Leipzig, Germany More information at https://ifisc.uib-csic.es/en/events/conferences/embracing-complexity-25/ Organizers Mar Estarellas, Division of Social and Transcultural Psychiatry, McGill University marestarellas(a)gmail.com Ivan Mindlin, Paris Brain Institute, ivan.mindlin(a)icm-institute.org Ruben Herzog, IFISC, rherzoga(a)gmail.com Samy Castro, University of Strasbourg, castro.novoa.samy(a)gmail.com Borjan Milinkovic, NeuroPSI, borjan.milinkovic(a)icm-institute.org Scientific Chairman: Claudio R. Mirasso, IFISC, claudio(a)ifisc.uib-csic.es

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ICONIP2025 Call for Special Session/Workshop/Tutorial Proposals
by Kenji Doya Feb. 13, 2025

Feb. 13, 2025

ICONIP2025 Call for Special Session/Workshop/Tutorial Proposals We are delighted to hold the 32nd International Conference on Neural Information Processing (ICONIP) 2025 from November 20 to 24 at Okinawa Institute of Science and Technology (OIST). https://iconip2025.apnns.org/ We are now calling for proposals of special sessions during the single track main conference and parallel workshops and tutorials on the topics including machine intelligence, computational neuroscience, and neural network applications. Please find the details on the web page: https://iconip2025.apnns.org/submission/ We look forward to receiving diverse proposals of wide interest. Important Dates Special session proposal deadline: March 1st Workshop proposal deadline: March 1st Tutorial proposal deadline: May 1st Paper submission deadline: May 15th Notification of acceptance: July 15th Camera ready submission: August 15th Registration deadline: August 15th Conference dates: November 20-24 Inquiry: iconip2025(a)apnns.org ---- 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

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