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.
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.
2 code implementations • 19 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.