NeurIPS 2025 Workshop DBM Findings Submissions

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CONFORM: A Project to Create Crowd-Sourced Open Neuroscience fMRI Foundation Models
Ben Lahner, Andrew F. 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: 06 Dec 2025
- DBM 2025 Findings InvitetoTutorials
- Readers: Everyone
AC$\oplus$DC search: the winning solution to the FlyWire ventral nerve cord matching challenge
Daniel Lee, Arie Matsliah, Lawrence K. Saul
- Published: 23 Sept 2025, Last Modified: 06 Dec 2025
- DBM 2025 Findings Poster
- Readers: Everyone
Predicting Neural Activity from Connectome Embedding Spaces
Zihan Zhang, Huanqiu Zhang, Stefan Mihalas
- Published: 23 Sept 2025, Last Modified: 07 Dec 2025
- DBM 2025 Findings Poster
- Readers: Everyone
LITcoder: A General-Purpose Library for Building and Comparing Encoding Models
Taha Osama A Binhuraib, Ruimin Gao, Anna A Ivanova
- Published: 23 Sept 2025, Last Modified: 06 Dec 2025
- DBM 2025 Findings Poster
- Readers: Everyone
Inferring cognitive strategies from groups of animals in natural environments
Ines Aitsahalia, Thomas L. Botch, Shijie Gu, Thomas O'Connell, Rebecca Siegel, Ralph E Peterson, Dmitry Batenkov, Emily L Mackevicius
- Published: 23 Sept 2025, Last Modified: 06 Dec 2025
- DBM 2025 Findings Oral
- Readers: Everyone
Forecasting Whole-Brain Neuronal Activity from Volumetric Video
Alexander Immer, Jan-Matthis Lueckmann, Alex Bo-Yuan Chen, Peter H. Li, Mariela D Petkova, Nirmala A Iyer, Aparna Dev, Gudrun Ihrke, Woohyun Park, Alyson Petruncio, Aubrey Weigel, Wyatt Korff, Florian Engert, Jeff Lichtman, Misha B. Ahrens, Viren Jain, Michal Januszewski
- Published: 23 Sept 2025, Last Modified: 06 Dec 2025
- DBM 2025 Findings Poster
- Readers: Everyone
Extracting task-relevant preserved dynamics from contrastive aligned neural recordings
Yiqi Jiang, Kaiwen Sheng, Yujia Gao, E. Kelly Buchanan, Fatih Dinc, Yu Shikano, Tony Hyun Kim, Seung Je Woo, Yixiu Zhao, Scott Linderman, Mark Schnitzer
- Published: 23 Sept 2025, Last Modified: 06 Dec 2025
- DBM 2025 Findings Poster
- Readers: Everyone
DeepCor: Denoising fMRI data using Contrastive Variational Autoencoders
Aidas Aglinskas, Yu Zhu, Stefano Anzellotti
- Published: 23 Sept 2025, Last Modified: 06 Dec 2025
- DBM 2025 Findings Poster
- Readers: Everyone
Task-Aware Functional Hypergraph Learning for Brain State Classification via Information Bottleneck
Mingyang Xia, Yonggang Shi
- Published: 23 Sept 2025, Last Modified: 06 Dec 2025
- DBM 2025 Findings Poster
- Readers: Everyone
SpellerSSL: Self-Supervised Learning with P300 Aggregation for Speller BCIs
Jiazhen Hong, Geoffrey Mackellar, Soheila Ghane
- Published: 23 Sept 2025, Last Modified: 06 Dec 2025
- DBM 2025 Findings Poster
- Readers: Everyone
Data-driven Modeling of Multi-Region Communication Dynamics using Gated Neural ODEs
Alexander Ladd
- Published: 23 Sept 2025, Last Modified: 06 Dec 2025
- DBM 2025 Findings Oral
- Readers: Everyone
Learning using switching synaptic plasticity rules
Denis Turcu, Jonathan Cornford, Sven Dorkenwald, Stefan Mihalas
- Published: 23 Sept 2025, Last Modified: 06 Dec 2025
- DBM 2025 Findings Poster
- 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: 06 Dec 2025
- DBM 2025 Findings Poster
- Readers: Everyone
Topological Neural Data Analysis with Behavioral Constraint
Ren Wang, Dylan Le, Xue-Xin Wei
- Published: 23 Sept 2025, Last Modified: 06 Dec 2025
- DBM 2025 Findings Poster
- Readers: Everyone
Human-like individual differences emerge from random weight initializations in neural networks
Herrick Fung, Apurva Ratan Murty, Dobromir Rahnev
- Published: 23 Sept 2025, Last Modified: 06 Dec 2025
- DBM 2025 Findings Poster
- Readers: Everyone
NiceWebRL: a Python library for human subject experiments with reinforcement learning environments
Wilka Carvalho, Vikram Srinivas Goddla, Ishaan Sinha, Hoon Shin, Kunal Jha
- Published: 23 Sept 2025, Last Modified: 06 Dec 2025
- DBM 2025 Findings Poster
- Readers: Everyone
ENIGMA: A Unified Lightweight EEG-to-Image Model for Multi-Subject Visual Decoding
Reese Kneeland, Wangshu Jiang, Ugo Bruzadin Nunes, Si Kai Lee, Paul Steven Scotti, Arnaud Delorme, Jonathan Xu
- Published: 23 Sept 2025, Last Modified: 06 Dec 2025
- DBM 2025 Findings Poster
- Readers: Everyone
MIRAGE: Robust multi-modal architectures translate fMRI-to-image models from vision to mental imagery
Reese Kneeland, Cesar Torrico, Tong Chen, Jordyn Antonio Ojeda, Shubh Khanna, Jonathan Xu, Paul Steven Scotti, Thomas Naselaris
- Published: 23 Sept 2025, Last Modified: 06 Dec 2025
- DBM 2025 Findings Poster
- Readers: Everyone