Abstract: Activation functions provide the non-linearity to deep neural networks, which are crucial for the optimization and performance improvement. In this paper, we propose a learnable continuous ...
Abstract: We study a piecewise affine (PWA) model of the spiking of neurons located in a subsystem of the olfactory system. Our long-term goal is to understand the stability properties of a network of ...
We introduce Q3C, a framework for continuous control without an explicit actor network by leveraging structurally maximizable Q-functions for stable and efficient policy learning.