Catch-22s of reservoir computing
Author:
Funder
Natural Sciences and Engineering Research Council of Canada
Publisher
American Physical Society (APS)
Subject
General Physics and Astronomy
Link
http://harvest.aps.org/v2/journals/articles/10.1103/PhysRevResearch.5.033213/fulltext
Reference71 articles.
1. Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations
2. Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communication
3. Reservoir computing approaches to recurrent neural network training
4. Information processing using a single dynamical node as complex system
5. Rapid time series prediction with a hardware-based reservoir computer
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