Ila Fiete
Massachusetts Institute of Technology
H-index: 29
North America-United States
Top articles of Ila Fiete
Bridging Associative Memory and Probabilistic Modeling
arXiv preprint arXiv:2402.10202
2024/2/15
Self-supervised learning of representations for space generates multi-modular grid cells
Advances in Neural Information Processing Systems
2024/2/13
Beyond geometry: Comparing the temporal structure of computation in neural circuits with dynamical similarity analysis
Advances in Neural Information Processing Systems
2024/2/13
Leo Kozachkov
H-Index: 2
Ila Fiete
H-Index: 19
Do Diffusion Models Learn Semantically Meaningful and Efficient Representations?
arXiv preprint arXiv:2402.03305
2024/2/5
Ziming Liu
H-Index: 15
Ila Fiete
H-Index: 19
Self-organized emergence of modularity, hierarchy, and mirror reversals from competitive synaptic growth in a developmental model of the visual pathway
bioRxiv
2024
Grid Cells in Cognition: Mechanisms and Function
2024/4/29
Resampling-free Particle Filters in High-dimensions
arXiv preprint arXiv:2404.13698
2024/4/21
The Physics and Mathematics of the Brain's Memory and Spatial Navigation Circuits
Bulletin of the American Physical Society
2024/3/5
Ila Fiete
H-Index: 19
Primate neocortex performs balanced sensory amplification
Neuron
2024/2/21
Ila Fiete
H-Index: 19
High-capacity flexible hippocampal associative and episodic memory enabled by prestructured''spatial''representations
bioRxiv
2023
Propofol anesthesia destabilizes neural dynamics across cortex
bioRxiv
2023
Optimizing protein fitness using Bi-level Gibbs sampling with Graph-based Smoothing
2023/12/12
Disentangling Fact from Grid Cell Fiction in Trained Deep Path Integrators
arXiv preprint arXiv:2312.03954
2023/12/6
Growing Brains in Recurrent Neural Networks for Multiple Cognitive Tasks
2023/11/29
Testing assumptions underlying a unified theory for the origin of grid cells
arXiv preprint arXiv:2311.16295
2023/11/27
Associative Memory Under the Probabilistic Lens: Improved Transformers & Dynamic Memory Creation
2023/11/26
Generalizable Relational Inference with Cognitive Maps in a Hippocampal Model and in Primates
2023/11/26
Divergence at the interpolation threshold: Identifying, interpreting & ablating the sources of a deep learning puzzle
2023/11/7
Neuro-Inspired Fragmentation and Recall to Overcome Catastrophic Forgetting in Curiosity
arXiv preprint arXiv:2310.17537
2023/10/26
Towards Exact Computation of Inductive Bias
2023/10/13
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