Hi everyone, We are organizing a workshop on “Foundation Models for the Brain and Body <https://brainbodyfm-workshop.github.io/>” at NeurIPS 2025. The workshop brings together researchers at the interface of biosignals and machine learning. We invite submissions of short papers on novel research in neuroscience, biosignal analysis, and machine learning, with a focus on foundation models and representation learning for neural, physiological, and behavioral data. We also invite interactive demo proposals that showcase novel methods, devices, or applications. We broadly define biosignals as any temporal signal directly or indirectly generated by the brain or body. This includes neural recordings (e.g., EEG, MEG, multi-electrode arrays), physiological signals (e.g., heart rate, respiration), and behavioral signals (e.g., pose extracted from video, gaze). Submissions may focus on methods, applications, or theoretical insights that enhance our understanding of neural and physiological signals in humans and animals. We particularly encourage submissions aligned with foundation model research: models that demonstrate scalability, generalization across tasks, subjects, or modalities. Relevant topics Include, but are not limited to: - Large-scale pretraining on neural or physiological signals - Scaling laws for biosignal foundation models - Brain-computer interfaces and neural decoding - Self-supervised learning for biosignals - Transfer learning across recording modalities - Wearable technology and real-world deployment - Cross-subject and cross-task generalization - Multimodal integration of biosignals - Robust models for noisy biosignal data - Applications to health and clinical diagnosis - Interpretability of biosignal representations - Few-shot, zero-shot, and continual learning in biosignal contexts - Synthetic data generation and augmentation for biosignals - Open datasets, benchmarks, and reproducible evaluation pipelines - Human-AI collaboration for signal interpretation and labeling - Modeling behavioral signals (e.g., pose, gaze) Important Dates - Paper Submission Deadline: August 22, 2025 (AoE) on OpenReview <https://openreview.net/group?id=NeurIPS.cc/2025/Workshop/BrainBodyFM> - Author Notification: September 22, 2025 (AoE) - Workshop Date: To be held during NeurIPS 2025 We have a great lineup of keynote speakers: - Hubert Banville, Meta - Juan Helen Zhou, National University of Singapore - Cuntai Guan, Nanyang Technological University - Guillermo Sapiro, Apple, Princeton University - Eva Dyer, University of Pennsylvania For more details, check out our website: https://brainbodyfm-workshop.github.io/ Best regards, Nanda H Krishna, on behalf of the organizers