Perceptrons with Hebbian learning based on wave ensembles in spatially patterned potentials

• Main Authors: Liew, Timothy Chi Hin, Espinosa-Ortega, Tania
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2015
• Subjects: DRNTU::Science::Physics::Optics and light
• Online Access: https://hdl.handle.net/10356/107134; http://hdl.handle.net/10220/25402
• Institution: Nanyang Technological University

A general scheme to realize a perceptron for hardware neural networks is presented, where multiple interconnections are achieved by a superposition of Schrödinger waves. Spatially patterned potentials process information by coupling different points of reciprocal space. The necessary potential shape...