NeurIPS 2025 Workshop BrainBodyFM Submissions

Decoder-as-Policy: Head-Only PPO Fine-Tuning of a Spike-Transformer for Low-Error Kinematic Decoding
Fengge Liang, Cong Wang, Shiqian Shen
- Published: 23 Sept 2025, Last Modified: 18 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
PrimateFace: A Resource for Generalizable Cross-Species Facial Analysis
Felipe Parodi, Konrad Kording
- Published: 23 Sept 2025, Last Modified: 31 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Towards a generalizable, unified framework for decoding from multimodal neural activity
Nanda H Krishna, Mathys Loiselle, Avery Hee-Woon Ryoo, Matthew G Perich, Guillaume Lajoie
- Published: 23 Sept 2025, Last Modified: 18 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Evaluating Foundation Models for the Brain: A Dynamical Systems Perspective
Max Kanwal
- Published: 23 Sept 2025, Last Modified: 18 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Unified Pretraining on Mixed Optophysiology and Electrophysiology Data Across Brain Regions
Ian Jarratt Knight, Vinam Arora, Mehdi Azabou, Eva L Dyer
- Published: 23 Sept 2025, Last Modified: 02 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
NeuroMamba: A State-Space Foundation Model for Functional MRI
Jubin Choi, David Keetae Park, Junbeom Kwon, Shinjae Yoo, Jiook Cha
- Published: 23 Sept 2025, Last Modified: 01 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
A scalable self-supervised method for modeling human intracranial recordings during natural behavior
Shivashriganesh P. Mahato, Jingyun Xiao, Alexandre Andre, Geeling Chau, Wenrui Ma, Ian Jarratt Knight, Duy Nguyen, Lawrence Jianqiao Hu, Bingni W Brunton, Michael S. Beauchamp, Bijan Pesaran, Sergey A. Shuvaev, Eva L Dyer
- Published: 23 Sept 2025, Last Modified: 02 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Resource-Efficient ECG Foundation Networks via Layer-wise Adaptive Compression
Sudhanshu Gaurhar, Tushar Shinde, Anil Kumar Tiwari
- Published: 23 Sept 2025, Last Modified: 01 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Learning Structured Sleep Transitions with Sequential EEG Foundation Models
Koki Yoshida, Zheng Chen, Rikuto Kotoge, Yasuko Matsubara, Yasushi Sakurai
- Published: 23 Sept 2025, Last Modified: 31 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
A VQ-VAE framework for modeling physiological information in fMRI
Shiyu Wang, Yamin Li, Ziyuan Xu, Haatef Pourmotabbed, Chang Li, Roza G Bayrak, Catie Chang
- Published: 23 Sept 2025, Last Modified: 02 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Handwriting decoding as a challenging Motor Imagery task for EEG Foundation Models
Srinivas Ravishankar, Virginia R. de Sa
- Published: 23 Sept 2025, Last Modified: 01 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Human Sensory-Musculoskeletal Modeling and Control of Whole-Body Movements
Chenhui Zuo, Guohao lin, Chen Zhang, Shanning Zhuang, Yanan Sui
- Published: 23 Sept 2025, Last Modified: 20 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Scaling Vision Transformers for Functional MRI with Flat Maps
Connor Lane, Daniel Z Kaplan, Tanishq Mathew Abraham, Paul Steven Scotti
- Published: 23 Sept 2025, Last Modified: 18 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
The Neural Pile: 476 billion tokens of broad-coverage spiking neural activity data
Emin Orhan, Feiyi Wang
- Published: 23 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Scalable Diffusion Transformer for Conditional 4D fMRI Synthesis
Jungwoo Seo, David Keetae Park, Shinjae Yoo, Jiook Cha
- Published: 23 Sept 2025, Last Modified: 01 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Exploring RAG-driven Multimodal LLMs for Explainable ECG Interpretation
Minsol Kim, Du Liu, Ragasudha Botta, Seok Gyu Han, Man Jiang, Jason Gusdorf, Patricia Maes, Paul Pu Liang
- Published: 23 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
A Sensing Whole Brain Zebrafish Foundation Model for Neuron Dynamics and Behavior
Sam Fatehmanesh, Matt Thomson, James Gornet, David Prober
- Published: 23 Sept 2025, Last Modified: 18 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Learning Time-Scale Invariant Population-Level Neural Representations
Eshani Patel, Yisong Yue, Geeling Chau
- Published: 23 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Towards Clinically Faithful ECG Reports via Quantization-Based Tokenization
Rohan Banerjee, Jacques Delfrate, Robert Avram
- Published: 23 Sept 2025, Last Modified: 18 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Processing fMRI Brain Signals Using Latents from Natural Image Autoencoders
Juhyeon Park, Peter Yongho Kim, Jungwoo Park, Jubin Choi, Jungwoo Seo, Jiook Cha, Taesup Moon
- Published: 23 Sept 2025, Last Modified: 02 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
MultiDiffNet: A Multi-Objective Diffusion Framework for Generalizable Brain Decoding
Meng-Chun Zhang, Kateryna Shapovalenko, Yucheng Shao, Yuzhi Guo, Parusha Pradhan
- Published: 23 Sept 2025, Last Modified: 26 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Towards Interpretable Visual Decoding with Attention to Brain Representations
Pinyuan Feng, Hossein Adeli, Wenxuan Guo, Ethan Hwang, Fan L. Cheng, Nikolaus Kriegeskorte
- Published: 23 Sept 2025, Last Modified: 31 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
PhysioJEPA: Joint Embedding Representations of Physiological Signals for Real Time Risk Estimation in the Intensive Care Unit
Benjamin Fox, Dung T. Hoang, ANKIT PAREKH, Girish N Nadkarni, Ankit Sakhuja
- Published: 23 Sept 2025, Last Modified: 27 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Leveraging Foundational Models and Simple Fusion for Multi-modal Physiological Signal Analysis
Youssef Ghallab, Omar Iraqy, Mohamed Kandil, Mohamed Ashraf, Saad El Dine Ahmed, Morougue Ghazal, Ayman Khalafallah, Nagwa El-Makky
- Published: 23 Sept 2025, Last Modified: 31 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Adapting Neural Audio Codecs to EEG
Ard Kastrati, Luca A Lanzendörfer, Riccardo Rigoni, John Staib Matilla, Roger Wattenhofer
- Published: 23 Sept 2025, Last Modified: 02 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone