1.4k citations · 1.8k across the 20 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.NE2020★ 2 cited
Generalizing Complex/Hyper-complex Convolutions to Vector Map Convolutions
Chase J Gaudet, Anthony S Maida
We show that the core reasons that complex and hypercomplex valued neural networks offer improvements over their real-valued counterparts is the weight sharing mechanism and treati…
cs.CV2020★ 8 cited
Hierarchical Predictive Coding Models in a Deep-Learning Framework
Matin Hosseini, Anthony Maida
Bayesian predictive coding is a putative neuromorphic method for acquiring higher-level neural representations to account for sensory input. Although originating in the neuroscienc…