Tackling the Trade-Off Between Information Processing Capacity and Rate in Delay-Based Reservoir Computers
Author:
Publisher
Frontiers Media SA
Subject
Physical and Theoretical Chemistry,General Physics and Astronomy,Mathematical Physics,Materials Science (miscellaneous),Biophysics
Reference25 articles.
1. Harnessing nonlinearity: predicting chaotic systems and saving energy in wireless communication;Jaeger;Science,2004
2. Real-time computing without stable states: a new framework for neural computation based on perturbations;Maass;Neural Comput.,2002
3. Reservoir computing approaches to recurrent neural network training;Lukoševicius;Comput Sci Rev,2009
4. High-speed photonic reservoir computing using a time-delay-based architecture: million words per second classification;Larger;Phys Rev X.,2017
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