Search Results for author: B. Scellier

Found 2 papers, 0 papers with code

Frequency propagation: Multi-mechanism learning in nonlinear physical networks

no code implementations10 Aug 2022 Vidyesh Rao Anisetti, A. Kandala, B. Scellier, J. M. Schwarz

In a resistive electrical circuit with variable resistors, an activation current is applied at a set of input nodes at one frequency, and an error current is applied at a set of output nodes at another frequency.

Learning by non-interfering feedback chemical signaling in physical networks

no code implementations22 Mar 2022 Vidyesh Rao Anisetti, B. Scellier, J. M. Schwarz

Such efforts include equilibrium propagation (EP) and coupled learning (CL), which require storage of two different states-the free state and the perturbed state-during the learning process to retain information about gradients.

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