77 citations · 84 across the 3 of their papers we have counts for
3 papers
cs.LG2019★ 2 cited
Understanding and Controlling Memory in Recurrent Neural Networks
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. While the relation between memories…
q-bio.NC2015★ 77 cited
Local Dynamics in Trained Recurrent Neural Networks
Alexander Rivkind, Omri Barak
Learning a task induces connectivity changes in neural circuits, thereby changing their dynamics. To elucidate task related neural dynamics we study trained Recurrent Neural Networ…
cond-mat.dis-nn2011★ 5 cited
Eigenvalue repulsion estimates and some applications for the one-dimensional Anderson model
Alexander Rivkind, Yevgeny Krivolapov, Shmuel Fishman +1
We show that the spacing between eigenvalues of the discrete 1D Hamiltonian with arbitrary potentials which are bounded, and with Dirichlet or Neumann Boundary Conditions is bounde…