Kamesh Krishnamurthy

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Top Venues

Frontiers Comput. Neurosci.

Publications

Timothy Doyeon Kim, Tankut Can, Kamesh Krishnamurthy
Trainability, Expressivity and Interpretability in Gated Neural ODEs. ICML (2023)
Taylor W. Webb, Steven M. Frankland, Awni Altabaa, Kamesh Krishnamurthy, Declan Campbell, Jacob L. Russin, Randall C. O'Reilly, John Lafferty, Jonathan D. Cohen
The Relational Bottleneck as an Inductive Bias for Efficient Abstraction. CoRR (2023)
Timothy Doyeon Kim, Tankut Can, Kamesh Krishnamurthy
Trainability, Expressivity and Interpretability in Gated Neural ODEs. CoRR (2023)
Kamesh Krishnamurthy, Ann M. Hermundstad, Thierry Mora, Aleksandra M. Walczak, Vijay Balasubramanian
Disorder and the Neural Representation of Complex Odors. Frontiers Comput. Neurosci. 16 (2022)
Tankut Can, Kamesh Krishnamurthy, David J. Schwab
Gating creates slow modes and controls phase-space complexity in GRUs and LSTMs. CoRR (2020)
Kamesh Krishnamurthy, Tankut Can, David J. Schwab
Theory of gating in recurrent neural networks. CoRR (2020)
Tankut Can, Kamesh Krishnamurthy, David J. Schwab
Gating creates slow modes and controls phase-space complexity in GRUs and LSTMs. MSML (2020)