45 citations · 135 across the 4 of their papers we have counts for
4 papers
Efficient Solution of Boolean Satisfiability Problems with Digital MemComputing
S. R. B. Bearden, Y. R. Pei, M. Di Ventra
Boolean satisfiability is a propositional logic problem of interest in multiple fields, e.g., physics, mathematics, and computer science. Beyond a field of research, instances of t…
Mode-Assisted Unsupervised Learning of Restricted Boltzmann Machines
Haik Manukian, Yan Ru Pei, Sean R. B. Bearden +1
Restricted Boltzmann machines (RBMs) are a powerful class of generative models, but their training requires computing a gradient that, unlike supervised backpropagation on typical…
Critical branching processes in digital memcomputing machines
Sean R. B. Bearden, Forrest C. Sheldon, Massimiliano Di Ventra
Memcomputing is a novel computing paradigm that employs time non-locality (memory) to solve combinatorial optimization problems. It can be realized in practice by means of non-line…
Instantons in self-organizing logic gates
Sean R. B. Bearden, Haik Manukian, Fabio L. Traversa +1
Self-organizing logic is a recently-suggested framework that allows the solution of Boolean truth tables "in reverse," i.e., it is able to satisfy the logical proposition of gates…