NeurIPS 2025 Workshop BrainBodyFM Submissions

EEG-Bench: A Benchmark for EEG Foundation Models in Clinical Applications
Ard Kastrati, Josua Bürki, Jonas Lauer, Cheng Xuan, Raffaele Iaquinto, Roger Wattenhofer
- Published: 23 Sept 2025, Last Modified: 02 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
GAN-Guided Diffusion Models for Generating Clinically Meaningful Multimodal Neuroimaging Data
Reihaneh Hassanzadeh, Anees Abrol, Hamid Hassanzadeh, Vince D. Calhoun
- Published: 23 Sept 2025, Last Modified: 31 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Multi-modal, multi-species, and multi-task latent-space model for decoding level of consciousness
Julia Huiming Wang, Méliya El Fakiri, Jake Swann, Elena Gado, Scott Cheng, Jordy Tasserie, Rongchen Huang, Jongha Lee, Axoft, Jia Liu, Tianyang Ye, Paul Le Floch, Oliver Armitage
- Published: 23 Sept 2025, Last Modified: 02 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
∆ DELTA: Language Diffusion-based EEG-to-Text Architecture
mingyu jeon, Hyobin Kim
- Published: 23 Sept 2025, Last Modified: 01 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Interpretable-MTLNet: A Kolmogorov–Arnold Network for Multitask Mental Health Prediction
Mai Ali, Zhenghao Ni, Deepa Kundur
- Published: 23 Sept 2025, Last Modified: 28 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Efficient Calibration in Motor Imagery BCIs Under Data Constraints via Subject Transfer
Tekin Gunasar, Virginia R. de Sa
- Published: 23 Sept 2025, Last Modified: 01 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
‘EEGReXferNet’ – A Lightweight Gen-AI Framework for EEG Subspace Reconstruction via Cross-Subject Transfer Learning and Channel-Aware Embedding.
Shantanu Sarkar, Piotr Nabrzyski, Saurabh Prasad, Jose L Contreras-Vidal
- Published: 23 Sept 2025, Last Modified: 27 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Imitation learning of dexterous hand control uncovers muscle-level representations in primate sensorimotor cortex
Alessandro Marin Vargas, Adriana Perez Rotondo, Alberto Silvio Chiappa, Mackenzie W Mathis, Alexander Mathis
- Published: 23 Sept 2025, Last Modified: 22 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Mitigating Subject Dependency in EEG Decoding with Subject-Specific Low-Rank Adapters
Timon Klein, Piotr Minakowski, Sebastian Sager
- Published: 23 Sept 2025, Last Modified: 18 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Optimizing fMRI Data Acquisition for Decoding Natural Speech with Limited Participants
Louis Jalouzot, Alexis Thual, Yair Lakretz, Christophe Pallier, Bertrand Thirion
- Published: 23 Sept 2025, Last Modified: 21 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Not All Sessions Are Equal: Data Selection for Multi-Session Pretraining in Neural Data Transformers
Linxing Preston Jiang, Shirui Chen, Emmanuel Tanumihardja, Xiaochuang Han, Weijia Shi, Eric Todd SheaBrown, Rajesh P. N. Rao
- Published: 23 Sept 2025, Last Modified: 18 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
A foundation model with multi-variate parallel attention to generate neuronal activity
Francesco S. Carzaniga, Michael Hersche, Abu Sebastian, Kaspar Schindler, Abbas Rahimi
- Published: 23 Sept 2025, Last Modified: 18 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Are foundation models useful feature extractors for electroencephalography analysis?
Özgün Turgut, Felix S. Bott, Markus Ploner, Daniel Rueckert
- Published: 23 Sept 2025, Last Modified: 18 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
CONFORM: A Project to Create Crowd-Sourced Open Neuroscience fMRI Foundation Models
Ben Lahner, Andrew Luo, Jacob S. Prince, Mayukh Deb, Margaret Marie Henderson, John A. Pyles, Leila Wehbe, Aude Oliva, Apurva Ratan Murty, Michael J. Tarr
- Published: 23 Sept 2025, Last Modified: 28 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Learning the relative composition of EEG signals using pairwise relative shift pretraining
Christopher Michael Sandino, Sayeri Lala, Geeling Chau, Melika Ayoughi, Juri Minxha, Ellen L. Zippi, Ali Moin, Behrooz Mahasseni, Erdrin Azemi, Hanlin Goh
- Published: 23 Sept 2025, Last Modified: 01 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
EEG Foundation Models: A Critical Review of Current Progress and Future Directions
Gayal Kuruppu, Neeraj Wagh, Yogatheesan Varatharajah
- Published: 23 Sept 2025, Last Modified: 02 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Region-Aware Reconstruction Strategy for Pre-training fMRI Foundation Model
Ruthwik Reddy Doodipala, Pankaj Pandey, Carolina Torres Rojas, Manob Jyoti Saikia, Ranganatha Sitaram
- Published: 23 Sept 2025, Last Modified: 01 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Predictive Modeling of Brain-Body Association
Minkyu Choi, Xiaokai Wang, Zhongming Liu
- Published: 23 Sept 2025, Last Modified: 31 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
CPEP: Contrastive Pose-EMG Pre-training Enhances Gesture Generalization on EMG signals
Wenhui Cui, Christopher Michael Sandino, Hadi Pouransari, Ran Liu, Juri Minxha, Ellen L. Zippi, Aman Verma, Anna Sedlackova, Erdrin Azemi, Behrooz Mahasseni
- Published: 23 Sept 2025, Last Modified: 31 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Brain2Model Learning: Training sensory and decision models with human neural activity as a teacher
Tomas Aquino, Victoria Qinwanxian Liu, Habiba Azab, Raissa Mathura, Andrew J Watrous, Eleonora Bartoli, Benjamin Y Hayden, Paul Sajda, Sameer A. Sheth, Nuttida Rungratsameetaweemana
- Published: 23 Sept 2025, Last Modified: 02 Nov 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Towards foundation models of naturalistic collective social‑neural dynamics
Asaf Benjamin, Sergey Anpilov, Omer Izhaki, Maya Sheffer, Tommaso Biagini, Yair Shemesh, Alon Rubin, Inbar Saraf-Sinik, Mackenzie W Mathis, Alexander Mathis, Alon Chen, Ofer Yizhar
- Published: 23 Sept 2025, Last Modified: 30 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
FireGNN: Neuro-Symbolic Graph Neural Networks with Trainable Fuzzy Rules for Interpretable Medical Image Classification
Prajit Sengupta, Islem Rekik
- Published: 23 Sept 2025, Last Modified: 18 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Latent Graph Learning in Generative Models of Neural Signals
Nathan Kodama, Kenneth A. Loparo
- Published: 23 Sept 2025, Last Modified: 18 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Simple Temporal Attention Beats Complex Decoders for Neural-to-Visual Mapping from Primate Spiking Data
Matteo Ciferri, Matteo Ferrante, Nicola Toschi
- Published: 23 Sept 2025, Last Modified: 29 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone
Representation-First Emotion Decoding from 7T fMRI
Joshua Lunger, Jurgen Germann
- Published: 23 Sept 2025, Last Modified: 22 Oct 2025
- NeurIPS 2025 Workshop BrainBodyFM
- Readers: Everyone