Computing on functions using randomized vector representations (in brief) EP Frady, D Kleyko, CJ Kymn, BA Olshausen, FT Sommer Proceedings of the 2022 Annual Neuro-Inspired Computational Elements …, 2022 | 74 | 2022 |
Efficient decoding of compositional structure in holistic representations D Kleyko, C Bybee, PC Huang, CJ Kymn, BA Olshausen, EP Frady, ... Neural Computation 35 (7), 1159-1186, 2023 | 12 | 2023 |
Integer factorization with compositional distributed representations D Kleyko, C Bybee, CJ Kymn, BA Olshausen, A Khosrowshahi, ... Proceedings of the 2022 Annual Neuro-Inspired Computational Elements …, 2022 | 11 | 2022 |
Computing with residue numbers in high-dimensional representation CJ Kymn, D Kleyko, EP Frady, C Bybee, P Kanerva, FT Sommer, ... Neural Computation 37 (1), 1-37, 2024 | 5 | 2024 |
Compositional Factorization of Visual Scenes with Convolutional Sparse Coding and Resonator Networks CJ Kymn*, S Mazelet*, A Ng, D Kleyko, BA Olshausen 2024 Neuro Inspired Computational Elements Conference (NICE), 1-9, 2024 | 3 | 2024 |
COGGRAPH: Building bridges between cognitive science and computer graphics K Chandra, AHK Harrington, KM Collins, C Kymn, K Mukherjee, ... Proceedings of the Annual Meeting of the Cognitive Science Society 46, 2024 | 1 | 2024 |
Principled neuromorphic reservoir computing D Kleyko, CJ Kymn, A Thomas, BA Olshausen, FT Sommer, EP Frady Nature Communications 16 (1), 640, 2025 | | 2025 |
Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps CJ Kymn, S Mazelet, A Thomas, D Kleyko, EP Frady, FT Sommer, ... Advances in neural information processing systems 37, 2024 | | 2024 |
A residue-number attractor neural network model of error-correcting updates among grid cell modules CJ Kymn, S Mazelet, D Kleyko, BA Olshausen Cosyne abstracts, 2024 | | 2024 |
Elemental Cognitive Acts, and Their Architecture R Granger, E Bowen, A Rodriguez, L Ray, C Kymn, K Jarrett 2017 AAAI Fall Symposium Series, 2017 | | 2017 |