Hardware-Optimized Reservoir Computing System for Edge Intelligence Applications
- 15 February 2021
- journal article
- research article
- Published by Springer Science and Business Media LLC in Cognitive Computation
- Vol. 15 (5), 1461-1469
- https://doi.org/10.1007/s12559-020-09798-2
Abstract
No abstract availableKeywords
Funding Information
- Ministerio de Ciencia Tecnología y Telecomunicaciones (TEC2017-84877-R)
This publication has 29 references indexed in Scilit:
- Symbolic Computation Using Cellular Automata-Based Hyperdimensional ComputingNeural Computation, 2015
- Digital Implementation of a Single Dynamical Node Reservoir ComputerIEEE Transactions on Circuits and Systems II: Express Briefs, 2015
- A Dataset and Taxonomy for Urban Sound ResearchPublished by Association for Computing Machinery (ACM) ,2014
- Electrocardiogram Classification Using Reservoir Computing With Logistic RegressionIEEE Journal of Biomedical and Health Informatics, 2014
- Information processing using a single dynamical node as complex systemNature Communications, 2011
- Liquid State Machines: Motivation, Theory, and ApplicationsPublished by World Scientific Pub Co Pte Ltd ,2011
- Reservoir computing approaches to recurrent neural network trainingComputer Science Review, 2009
- Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless CommunicationScience, 2004
- Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on PerturbationsNeural Computation, 2002
- A functional link artificial neural network for adaptive channel equalizationSignal Processing, 1995