Re-visiting Reservoir Computing architectures optimized by Evolutionary Algorithms

11 November 2022

Papers citing "Re-visiting Reservoir Computing architectures optimized by Evolutionary Algorithms"

11 / 11 papers shown

Title
Evolutionary Echo State Network: evolving reservoirs in the Fourier space Sebastian Basterrech Gerardo Rubino 30 3 0 10 Jun 2022
A Review of Designs and Applications of Echo State Networks Chenxi Sun Moxian Song linda Qiao Hongyan Li AAML 15 34 0 05 Dec 2020
Reservoir Topology in Deep Echo State Networks Claudio Gallicchio Alessio Micheli 49 14 0 24 Sep 2019
Efficient Optimization of Echo State Networks for Time Series Datasets Jacob Reinier Maat N. Gianniotis P. Protopapas AI4TS 38 20 0 12 Mar 2019
Deep Echo State Network (DeepESN): A Brief Survey Claudio Gallicchio Alessio Micheli 51 78 0 12 Dec 2017
Neuroevolution on the Edge of Chaos Filip Matzner 24 13 0 05 Jun 2017
Empirical Analysis of the Necessary and Sufficient Conditions of the Echo State Property Sebastian Basterrech 15 20 0 20 Mar 2017
An Experimental Analysis of the Echo State Network Initialization Using the Particle Swarm Optimization Sebastian Basterrech Enrique Alba V. Snás̃el 45 31 0 02 Jan 2015
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 250 16,378 0 30 Apr 2014
How to Construct Deep Recurrent Neural Networks Razvan Pascanu Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 127 1,009 0 20 Dec 2013
Echo State Queueing Network: a new reservoir computing learning tool Sebastian Basterrech Gerardo Rubino 72 30 0 26 Dec 2012