2 papers
cs.HC2021
Deep Learning for Enhanced Scratch Input
Aman Bhargava, Alice X. Zhou, Adam Carnaffan +1
The vibrations generated from scratching and tapping on surfaces can be highly expressive and recognizable, and have therefore been proposed as a method of natural user interface (…
cs.NE2021
Gradient-Free Neural Network Training via Synaptic-Level Reinforcement Learning
Aman Bhargava, Mohammad R. Rezaei, Milad Lankarany
An ongoing challenge in neural information processing is: how do neurons adjust their connectivity to improve task performance over time (i.e., actualize learning)? It is widely be…