2024
Dynamics of Supervised and Reinforcement Learning in the Non-Linear Perceptron
NeurIPS 2024poster
The ability of a brain or a neural network to efficiently learn depends crucially on both the task structure and the learning rule. Previous works have analyzed the dynamical equations describing learning in the relatively simplified context of the perceptron under assumptions of a student-teacher f…