Christopher J. Kymn

According to our database, Christopher J. Kymn authored at least 13 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards a Comprehensive Theory of Reservoir Computing.

Denis Kleyko, Christopher J. Kymn, Edward Paxon Frady, Amy Loutfi, Friedrich T. Sommer

CoRR, November, 2025

Efficient Hyperdimensional Computing with Modular Composite Representations.

Marco Angioli, Christopher J. Kymn, Antonello Rosato, Amy Loutfi, Mauro Olivieri, Denis Kleyko

CoRR, November, 2025

High-resolution spatial memory requires grid-cell-like neural codes.

Madison Cotteret, Christopher J. Kymn, Hugh Greatorex, Martin Ziegler, Elisabetta Chicca, Friedrich T. Sommer

CoRR, July, 2025

Sparse coding generates efficient representations for autoassociative memories.

Yazhou Zhao, Zeyu Yun, Bruno A. Olshausen, Christopher J. Kymn

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

2024

Computing With Residue Numbers in High-Dimensional Representation.

Christopher J. Kymn, Denis Kleyko, Edward Paxon Frady, Connor Bybee, Pentti Kanerva, Friedrich T. Sommer, Bruno A. Olshausen

Neural Comput., 2024

Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps.

Christopher J. Kymn, Sonia Mazelet, Anthony Thomas, Denis Kleyko, Edward Paxon Frady, Friedrich T. Sommer, Bruno A. Olshausen

CoRR, 2024

Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps.

Christopher J. Kymn, Sonia Mazelet, Anthony Thomas, Denis Kleyko, Edward Paxon Frady, Fritz Sommer, Bruno A. Olshausen

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Compositional Factorization of Visual Scenes with Convolutional Sparse Coding and Resonator Networks.

Christopher J. Kymn, Sonia Mazelet, Annabel Ng, Denis Kleyko, Bruno A. Olshausen

Proceedings of the Neuro Inspired Computational Elements Conference, 2024

COGGRAPH: Building bridges between cognitive science and computer graphics.

Kartik Chandra, Anne H. K. Harrington, Katherine M. Collins, Christopher J. Kymn, Kushin Mukherjee, Sean P. Anderson, Arnav Verma, Judith E. Fan

Proceedings of the 46th Annual Meeting of the Cognitive Science Society, 2024

2023

Efficient Decoding of Compositional Structure in Holistic Representations.

Denis Kleyko, Connor Bybee, Ping-Chen Huang, Christopher J. Kymn, Bruno A. Olshausen, Edward Paxon Frady, Friedrich T. Sommer

Neural Comput., July, 2023

2022

Integer Factorization with Compositional Distributed Representations.

Denis Kleyko, Connor Bybee, Christopher J. Kymn, Bruno A. Olshausen, Amir Khosrowshahi, Dmitri E. Nikonov, Friedrich T. Sommer, Edward Paxon Frady

Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022

Computing on Functions Using Randomized Vector Representations (in brief).

Edward Paxon Frady, Denis Kleyko, Christopher J. Kymn, Bruno A. Olshausen, Friedrich T. Sommer

Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022

2021

Computing on Functions Using Randomized Vector Representations.

Edward Paxon Frady, Denis Kleyko, Christopher J. Kymn, Bruno A. Olshausen, Friedrich T. Sommer

CoRR, 2021