1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.NE2023★ 1 cited
Simplicial Hopfield networks
Thomas F Burns, Tomoki Fukai
Hopfield networks are artificial neural networks which store memory patterns on the states of their neurons by choosing recurrent connection weights and update rules such that the…
cs.NE2022
Efficient, probabilistic analysis of combinatorial neural codes
Thomas F Burns, Irwansyah
Artificial and biological neural networks (ANNs and BNNs) can encode inputs in the form of combinations of individual neurons' activities. These combinatorial neural codes present…
cs.AI2022
Detecting danger in gridworlds using Gromov's Link Condition
Thomas F Burns, Robert Tang
Gridworlds have been long-utilised in AI research, particularly in reinforcement learning, as they provide simple yet scalable models for many real-world applications such as robot…