Energy-based analog neural network framework. - Mohamed Watfa; Alberto García Ortiz; Gilles Sassatelli (Frontiers Comput. Neurosci., 2023)

Designing Compatible Analog Circuits for Equilibrium Propagation: Implementations Using The Adjoint Method and Reciprocity Principles. - Mohamed Watfa; Alberto García Ortiz; Gilles Sassatelli (ISVLSI, 2025)

Low-Rank Equilibrium Propagation: An Online Incremental Learning Architecture for Analog-Based Hardware Accelerators. - Mohamed Watfa; Alberto García Ortiz; Gilles Sassatelli (MOCAST, 2025)