Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir
Computing Framework

Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir Computing Framework

13 November 2017

Papers citing "Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir Computing Framework"

12 / 12 papers shown

Title
Chaos-based reinforcement learning with TD3 Toshitaka Matsuki Yusuke Sakemi Kazuyuki Aihara 30 0 0 15 May 2024
Deep Q-network using reservoir computing with multi-layered readout Toshitaka Matsuki OffRL 16 2 0 03 Mar 2022
Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting Omid Orang Petrônio C. L. Silva F. G. Guimarães 16 3 0 06 Jan 2022
At the Intersection of Deep Sequential Model Framework and State-space Model Framework: Study on Option Pricing Ziyang Ding S. Mukherjee 14 0 0 14 Dec 2020
A Review of Designs and Applications of Echo State Networks Chenxi Sun Moxian Song linda Qiao Hongyan Li AAML 11 34 0 05 Dec 2020
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges Moloud Abdar Farhad Pourpanah Sadiq Hussain Dana Rezazadegan Li Liu ... Xiaochun Cao Abbas Khosravi U. Acharya V. Makarenkov S. Nahavandi BDL UQCV 42 1,877 0 12 Nov 2020
Deep Reservoir Networks with Learned Hidden Reservoir Weights using Direct Feedback Alignment Matthew Evanusa Cornelia Fermuller Yiannis Aloimonos AI4TS 11 1 0 13 Oct 2020
Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing S. H. Lim L. T. Giorgini W. Moon J. Wettlaufer 14 4 0 10 Aug 2019
Analysis of Wide and Deep Echo State Networks for Multiscale Spatiotemporal Time Series Forecasting Zachariah Carmichael Humza Syed Dhireesha Kudithipudi 11 5 0 01 Jul 2019
Comparison of Deep Neural Networks and Deep Hierarchical Models for Spatio-Temporal Data C. Wikle BDL 35 19 0 22 Feb 2019
Mod-DeepESN: Modular Deep Echo State Network Zachariah Carmichael Humza Syed Stuart Burtner Dhireesha Kudithipudi 9 14 0 01 Aug 2018
Deep Echo State Networks with Uncertainty Quantification for Spatio-Temporal Forecasting Patrick L. McDermott C. Wikle BDL 13 77 0 28 Jun 2018