Timothy Doyeon Kim

According to our database, Timothy Doyeon Kim authored at least 5 papers between 2021 and 2026.

Collaborative distances:

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

2026

Identifying Connectivity Distributions from Neural Dynamics Using Flows.

Timothy Doyeon Kim, Ulises Pereira-Obilinovic, Yiliu Wang, Eric Shea-Brown, Uygar Sümbül

CoRR, March, 2026

2025

Interpretable time series analysis with Gumbel dynamics.

Yiliu Wang, Timothy Doyeon Kim, Eric Shea-Brown, Uygar Sümbül

CoRR, September, 2025

Flow-field inference from neural data using deep recurrent networks.

Timothy Doyeon Kim, Thomas Zhihao Luo, Tankut Can, Kamesh Krishnamurthy, Jonathan W. Pillow, Carlos D. Brody

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2023

Trainability, Expressivity and Interpretability in Gated Neural ODEs.

Timothy Doyeon Kim, Tankut Can, Kamesh Krishnamurthy

Proceedings of the International Conference on Machine Learning, 2023

2021

Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations.

Timothy Doyeon Kim, Thomas Zhihao Luo, Jonathan W. Pillow, Carlos D. Brody

Proceedings of the 38th International Conference on Machine Learning, 2021