publications

publications in reversed chronological order.

2025

  1. Learning Time-Scale Invariant Population-Level Neural Representations
    Eshani Patel, Yisong Yue, and Geeling Chau
    NeurIPS 2025 Workshop on Foundation Models for the Brain and Body, 2025
    arXiv
  2. A scalable self-supervised method for modeling human intracranial recordings during natural behavior
    Shivashriganesh P Mahato, Jingyun Xiao, Alexandre Andre, and 10 more authors
    NeurIPS 2025 Workshop on Foundation Models for the Brain and Body, 2025
    Awarded Website
  3. Learning the relative composition of EEG signals using pairwise relative shift pretraining
    Christopher Sandino, Sayeri Lala, Geeling Chau, and 6 more authors
    NeurIPS 2025 Workshop on Foundation Models for the Brain and Body, 2025
    arXiv
  4. Neuroprobe: Evaluating Intracranial Brain Responses to Naturalistic Stimuli
    Andrii Zahorodnii, Christopher Wang, Bennett Stankovits, and 5 more authors
    2025
    arXiv Code Website
  5. Population Transformer: Learning Population-level Representations of Neural Activity
    Geeling Chau*, Christopher Wang*, Sabera Talukder, and 5 more authors
    ICLR Oral (top 2%), 2025
    Awarded arXiv Code Website

2024

  1. Dissociating Contributions of Theta and Alpha Oscillations from Aperiodic Neural Activity in Human Visual Working Memory
    Quirine Engen, Geeling Chau, Aaron Smith, and 3 more authors
    bioRxiv, 2024
    DOI
  2. Generalizability Under Sensor Failure: Tokenization + Transformers Enable More Robust Latent Spaces
    Geeling Chau*, Yujin An*, Ahamed Raffey Iqbal*, and 3 more authors
    COSYNE, 2024
    arXiv Code
  3. Decoding motor plans using a closed-loop ultrasonic brain–machine interface
    Whitney S Griggs, Sumner L Norman, Thomas Deffieux, and 8 more authors
    Nature Neuroscience, 2024
    HTML

2021

  1. Affective response to volitional input perturbations in obstacle avoidance and target tracking games
    Aashish N Patel, Geeling Chau, Cheng Chang, and 4 more authors
    In IEEE Engineering in Medicine & Biology Society (EMBC), 2021
    HTML