41 citations · 152 across the 18 of their papers we have counts for
3 papers · 1 filter
Frequency propagation: Multi-mechanism learning in nonlinear physical networks
Vidyesh Rao Anisetti, A. Kandala, B. Scellier +1
We introduce frequency propagation, a learning algorithm for nonlinear physical networks. In a resistive electrical circuit with variable resistors, an activation current is applie…
Agnostic Physics-Driven Deep Learning
Benjamin Scellier, Siddhartha Mishra, Yoshua Bengio +1
This work establishes that a physical system can perform statistical learning without gradient computations, via an Agnostic Equilibrium Propagation (Aeqprop) procedure that combin…
Vacua of -deformed SO(8) supergravity
David Berman, Thomas Fischbacher, Gianluca Inverso +1
We perform a detailed analysis of the vacua of -deformed SO(8) supergravity in four dimensions. In particular, using Tensorflow-based numerical methods, we track how the equilib…