Ryan Pyle

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Level Set Evolution

Active Contour Model

Top Venues

Frontiers Artif. Intell.

Publications

Ryan Pyle, Sebastian Musslick, Jonathan D. Cohen, Ankit B. Patel
A Quantitative Approach to Predicting Representational Learning and Performance in Neural Networks. CoRR (2023)
Justin Sahs, Ryan Pyle, Aneel Damaraju, Josue Ortega Caro, Onur Tavaslioglu, Andy Lu, Fabio Anselmi, Ankit B. Patel
Shallow Univariate ReLU Networks as Splines: Initialization, Loss Surface, Hessian, and Gradient Flow Dynamics. Frontiers Artif. Intell. 5 (2022)
Justin Sahs, Ryan Pyle, Aneel Damaraju, Josue Ortega Caro, Onur Tavaslioglu, Andy Lu, Ankit Patel
Shallow Univariate ReLu Networks as Splines: Initialization, Loss Surface, Hessian, & Gradient Flow Dynamics. CoRR (2020)
Josue Ortega Caro, Yilong Ju, Ryan Pyle, Ankit Patel
Using Learning Dynamics to Explore the Role of Implicit Regularization in Adversarial Examples. CoRR (2020)
Ryan Pyle, Robert Rosenbaum
A Reservoir Computing Model of Reward-Modulated Motor Learning and Automaticity. Neural Comput. 31 (7) (2019)
Ryan Pyle, Robert Rosenbaum
A model of reward-modulated motor learning with parallelcortical and basal ganglia pathways. CoRR (2018)