| Content addressable memory without catastrophic forgetting by heteroassociation with a fixed scaffold S Sharma, S Chandra, I Fiete International Conference on Machine Learning, 19658-19682, 2022 | 25 | 2022 |
| Large-scale cognitive model design using the Nengo neural simulator S Sharma, S Aubin, C Eliasmith Biologically Inspired Cognitive Architectures 17, 86-100, 2016 | 19 | 2016 |
| Map Induction: Compositional spatial submap learning for efficient exploration in novel environments S Sharma, A Curtis, M Kryven, J Tenenbaum, I Fiete International Conference for Learning Representations (ICLR), 2022 | 10 | 2022 |
| Episodic and associative memory from spatial scaffolds in the hippocampus S *Chandra, S *Sharma, R Chaudhuri, I Fiete bioRxiv, 2023.11.28.568960, 2024 | 9* | 2024 |
| A Spiking Neural Bayesian Model of Life Span Inference S Sharma, AR Voelker, C Eliasmith 39th Annual Conference of the Cognitive Science Society, 2017 | 8 | 2017 |
| Efficient Inference in Structured Spaces H Sanders, M Wilson, M Klukas, S Sharma, I Fiete Cell 183 (5), 1147-1148, 2020 | 6 | 2020 |
| YiLun Du, Tomas Lozano-Perez, Leslie Kaelbling, and Ila Fiete. Fragmented spatial maps from surprisal: state abstraction and efficient planning M Klukas, S Sharma bioRxiv, 2021 | 4 | 2021 |
| Neural plausibility of Bayesian inference S Sharma University of Waterloo, 2018 | 4 | 2018 |
| Fragmented spatial maps from surprisal: State abstraction and efficient planning M Klukas, S Sharma, YL Du, T Lozano-Perez, L Kaelbling, I Fiete bioRxiv, 2021.10. 29.466499, 2021 | 3 | 2021 |
| A Neural Model of Context Dependent Decision Making in the Prefrontal Cortex S Sharma, BJ Komer, TC Stewart, C Eliasmith 38th Annual Meeting of the Cognitive Science Society, 1122--1127, 2016 | 2 | 2016 |
| Episodic and associative memory from spatial scaffolds in the hippocampus S *Chandra, S *Sharma, R Chaudhuri, I Fiete Nature, 1-13, 2025 | 1 | 2025 |
| Toward Human-AI Alignment in Large-Scale Multi-Player Games S Sharma, G Davidson, K Khetarpal, A Kanervisto, U Arora, K Hofmann, ... arXiv preprint arXiv:2402.03575, 2024 | | 2024 |
| Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals A Iyer, S Chandra, S Sharma, IR Fiete The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | | 2024 |
| Efficient exploration of spatial environments through Map Induction using adaptable compositional map representations S Sharma, A Curtis, M Kryven, J Tenenbaum, I Fiete Proceedings of the Annual Meeting of the Cognitive Science Society 44 (44), 2022 | | 2022 |
| How is scene recognition in a convolutional network related to that in the human visual system? S Sharma, B Tripp Artificial Neural Networks and Machine Learning – ICANN 2016 9886, 280-287, 2016 | | 2016 |
| Rapid mapping of abstract domains through extraction and projection of generalized velocity signals via a cognitive foundation model with grid cells A Iyer, S Chandra, S Sharma, I Fiete | | |
| MODULAR NETWORKS WITH RANDOM PROJECTIONS FOR HIGH-CAPACITY ASSOCIATIVE PATTERN AND SE-QUENCE MEMORY S Sharma, S Chandra, R Chaudhuri, M Klukas, I Fiete | | |
Ila FieteProfessor of Brain and Cognitive Sciences, MITVerified email at mit.edu