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

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...

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