Search Results for author: Alexander Rivkind

Found 3 papers, 1 papers with code

Visual hyperacuity with moving sensor and recurrent neural computations

no code implementations ICLR 2022 Alexander Rivkind, Or Ram, Eldad Assa, Michael Kreiserman, Ehud Ahissar

The dynamical sensory input is classified by a convolutional neural network with recurrent connectivity added to its lower layers, in analogy to recurrent connectivity in early visual areas.

DON’T JUDGE A BOOK BY ITS COVER - ON THE DYNAMICS OF RECURRENT NEURAL NETWORKS

no code implementations ICLR 2019 Doron Haviv, Alexander Rivkind, Omri Barak

To be effective in sequential data processing, Recurrent Neural Networks (RNNs) are required to keep track of past events by creating memories.

Understanding and Controlling Memory in Recurrent Neural Networks

2 code implementations19 Feb 2019 Doron Haviv, Alexander Rivkind, Omri Barak

Finally, we propose a novel regularization technique that is based on the relation between hidden state speeds and memory longevity.

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