Reservoir computing
相关论文数: 20
顶级研究者
最高引用论文
Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations
Wolfgang Maass, Thomas Natschläger, Henry Markram
引用数: 4023 • 2002
The rise of intelligent matter
Corinna Kaspar, Bart Jan Ravoo, Wilfred G. van der Wiel, Seraphine V. Wegner, Wolfram H. P. Pernice
引用数: 521 • 2021
Locomotion Without a Brain: Physical Reservoir Computing in Tensegrity Structures
Ken Caluwaerts, Michiel D’Haene, D. Verstraeten, Benjamin Schrauwen
引用数: 137 • 2012
Computing with networks of nonlinear mechanical oscillators
Jean C. Coulombe, M. C. A. York, Julien Sylvestre
引用数: 113 • 2017
Event detection and localization for small mobile robots using reservoir computing
Eric Aislan Antonelo, Benjamin Schrauwen, Dirk Stroobandt
引用数: 87 • 2008
On Learning Navigation Behaviors for Small Mobile Robots With Reservoir Computing Architectures
Eric Aislan Antonelo, Benjamin Schrauwen
引用数: 76 • 2014
Identification of motion with echo state network
K. Ishu, Tijn van der Zant, Vlatko Bečanović, Paul G. Plöger
引用数: 68 • 2004
Morphological computation-based control of a modular, pneumatically driven, soft robotic arm
M. Eder, Florian Hisch, Helmut Häuser
引用数: 42 • 2017
Information dynamics based self-adaptive reservoir for delay temporal memory tasks
Sakyasingha Dasgupta, Florentin Wörgötter, Poramate Manoonpong
引用数: 42 • 2013
Design of a Central Pattern Generator Using Reservoir Computing for Learning Human Motion
Francis wyffels, Benjamin Schrauwen
引用数: 32 • 2009
The Central Pattern Generator: a paradigm for artificial locomotion
Paolo Arena
引用数: 32 • 2000
Towards making a cyborg: A closed-loop reservoir-neuro system
Peter Aaser, Martinius Knudsen, Ola Huse Ramstad, Rosanne van de Wijdeven, Stefano Nichele, Ioanna Sandvig, Gunnar Tufte, U. Bauer, Øyvind Halaas, Sverre Hendseth, Axel Sandvig, Vibeke Devold Valderhaug
引用数: 32 • 2017
Behavior switching using reservoir computing for a soft robotic arm
Tao Li, Kohei Nakajima, Matteo Cianchetti, Cecilia Laschi, Rolf Pfeifer
引用数: 29 • 2012
Tailoring Echo State Networks for Optimal Learning
Pau Vilimelis Aceituno, Gang Yan, Yang‐Yu Liu
引用数: 29 • 2020
Recurrent Neural Associative Learning of Forward and Inverse Kinematics for Movement Generation of the Redundant PA-10 Robot
Felix Reinhart, Jochen J. Steil
引用数: 25 • 2008
Artificial Neural Network as a Tool for Reservoir Characterization and its Application in the Petroleum Engineering
Arvind Kumar
引用数: 24 • 2012
Operant conditioning reflex implementation in a transparent Ta2O5–3x/Ta2O5−x homo-structured optoelectronic memristor for neuromorphic computing application
Wenxiao Wang, Nam‐Young Kim, Dong-Min Lee, Feifei Yin, Hongsen Niu, Enkhzaya Ganbold, Jae‐Woo Park, Young Kee Shin, Yang Li, Eun‐Seong Kim
引用数: 22 • 2023
Durable Pneumatic Artificial Muscles with Electric Conductivity for Reliable Physical Reservoir Computing
Ryo Sakurai, Mitsuhiro Nishida, Taketomo Jo, Yasumichi Wakao, Kohei Nakajima
引用数: 21 • 2022
Mobile robot control in the road sign problem using Reservoir Computing networks
Eric Aislan Antonelo, Benjamin Schrauwen, Dirk Stroobandt
引用数: 20 • 2008
Photonic reinforcement learning based on optoelectronic reservoir computing
Kazutaka Kanno, Atsushi Uchida
引用数: 20 • 2022