Self-supervised contrastive learning performs non-linear system identificationInternational Conference on Learning Representations (ICLR), 2024 |
A Unified, Scalable Framework for Neural Population DecodingNeural Information Processing Systems (NeurIPS), 2023 |
Expressive architectures enhance interpretability of dynamics-based
neural population modelsNeurons, Behavior, Data analysis, and Theory (NBDT), 2022 |
Robust alignment of cross-session recordings of neural population
activity by behaviour via unsupervised domain adaptationInternational Conference on Machine Learning (ICML), 2022 |