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Alexander Rivkind

2 accepted papers

2022

Visual hyperacuity with moving sensor and recurrent neural computations

ICLR 2022poster

Dynamical phenomena, such as recurrent neuronal activity and perpetual motion of the eye, are typically overlooked in models of bottom-up visual perception. Recent experiments suggest that tiny inter-saccadic eye motion ("fixational drift") enhances visual acuity beyond the limit imposed by the de…

Cited by 8SourcePDFScholar
2019

Understanding and Controlling Memory in Recurrent Neural Networks

ICML 2019oral

To be effective in sequential data processing, Recurrent Neural Networks (RNNs) are required to keep track of past events by creating memories. While the relation between memories and the network’s hidden state dynamics was established over the last decade, previous works in this direction were of a…