93 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
8 papers
Projective Embedding of Dynamical Systems: uniform mean field equations
Francesco Caravelli, Fabio L. Traversa, Michele Bonnin +1
We study embeddings of continuous dynamical systems in larger dimensions via projector operators. We call this technique PEDS, projective embedding of dynamical systems, as the sta…
Taming a non-convex landscape with dynamical long-range order: memcomputing Ising benchmarks
Forrest Sheldon, Fabio L. Traversa, Massimiliano Di Ventra
Recent work on quantum annealing has emphasized the role of collective behavior in solving optimization problems. By enabling transitions of clusters of variables, such solvers are…
Memcomputing: Leveraging memory and physics to compute efficiently
Massimiliano Di Ventra, Fabio L. Traversa
It is well known that physical phenomena may be of great help in computing some difficult problems efficiently. A typical example is prime factorization that may be solved in polyn…
On the Universality of Memcomputing Machines
Yan Ru Pei, Fabio L. Traversa, Massimiliano Di Ventra
Universal memcomputing machines (UMMs) [IEEE Trans. Neural Netw. Learn. Syst. 26, 2702 (2015)] represent a novel computational model in which memory (time non-locality) accomplishe…
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…
Absence of chaos in Digital Memcomputing Machines with solutions
Massimiliano Di Ventra, Fabio L. Traversa
Digital memcomputing machines (DMMs) are non-linear dynamical systems designed so that their equilibrium points are solutions of the Boolean problem they solve. In a previous work…
Memcomputing Numerical Inversion with Self-Organizing Logic Gates
Haik Manukian, Fabio L. Traversa, Massimiliano Di Ventra
We propose to use Digital Memcomputing Machines (DMMs), implemented with self-organizing logic gates (SOLGs), to solve the problem of numerical inversion. Starting from fixed-point…
Topological field theory and computing with instantons
Massimiliano Di Ventra, Fabio L. Traversa, Igor V. Ovchinnikov
Chern-Simons topological field theories TFTs are the only TFTs that have already found application in the description of some exotic strongly-correlated electron systems and the co…