Physical reservoir computing -- An introductory perspective

3 May 2020

Papers citing "Physical reservoir computing -- An introductory perspective"

50 / 53 papers shown

Title
Haptic Perception via the Dynamics of Flexible Body Inspired by an Ostrich's Neck Kazashi Nakano Katsuma Inoue Yasuo Kuniyoshi Kohei Nakajima 54 0 0 12 Apr 2025
Incorporating Coupling Knowledge into Echo State Networks for Learning Spatiotemporally Chaotic Dynamics Kuei-Jan Chu Nozomi Akashi Akihiro Yamamoto 42 0 0 02 Apr 2025
Event-Driven Implementation of a Physical Reservoir Computing Framework for superficial EMG-based Gesture Recognition Yuqi Ding Elisa Donati Haobo Li Hadi Heidari 75 0 0 10 Mar 2025
Transforming Traditional Neural Networks into Neuromorphic Quantum-Cognitive Models: A Tutorial with Applications Milan Maksimovic Ivan S. Maksymov 84 0 0 10 Mar 2025
Neuromorphic Quantum Neural Networks with Tunnel-Diode Activation Functions Jake McNaughton A. H. Abbas I. S. Maksymov 87 2 0 06 Mar 2025
Echo State network for coarsening dynamics of charge density waves Clement Dinh Yunhao Fan Gia-Wei Chern 87 0 0 16 Dec 2024
Proprioceptive and Exteroceptive Information Perception in a Fabric Soft Robotic Arm via Physical Reservoir Computing with minimal training data Jun Wang Zhi Qiao Weinan Zhang Suyi Li 28 1 0 11 Nov 2024
Neuromorphic Spintronics Atreya Majumdar Karin Everschor-Sitte AILaw 58 0 0 16 Sep 2024
How noise affects memory in linear recurrent networks JingChuan Guan T. Kubota Yasuo Kuniyoshi Kohei Nakajima 29 0 0 05 Sep 2024
A Jellyfish Cyborg: Exploiting Natural Embodied Intelligence as Soft Robots Dai Owaki Max Austin Shuhei Ikeda Kazuya Okuizumi Kohei Nakajima 31 0 0 04 Aug 2024
Classical and Quantum Physical Reservoir Computing for Onboard Artificial Intelligence Systems: A Perspective A. H. Abbas Hend Abdel-Ghani I. S. Maksymov 84 7 0 14 Jun 2024
Training of Physical Neural Networks Ali Momeni Babak Rahmani B. Scellier Logan G. Wright Peter L. McMahon ... Julie Grollier Andrea J. Liu D. Psaltis Andrea Alù Romain Fleury PINN AI4CE 123 17 0 05 Jun 2024
Predicting unobserved climate time series data at distant areas via spatial correlation using reservoir computing S. Koyama Daisuke Inoue Hiroaki Yoshida Kazuyuki Aihara Gouhei Tanaka 55 0 0 05 Jun 2024
Exploiting Chaotic Dynamics as Deep Neural Networks Shuhong Liu Nozomi Akashi Qingyao Huang Yasuo Kuniyoshi Kohei Nakajima 54 4 0 29 May 2024
Thermodynamic limit in learning period three Yuichiro Terasaki Kohei Nakajima 148 1 0 12 May 2024
Intrinsic Voltage Offsets in Memcapacitive Bio-Membranes Enable High-Performance Physical Reservoir Computing A. S. Mohamed Anur Dhungel Md. Sakib Hasan Joseph S. Najem 118 4 0 27 Apr 2024
Hybrid Magnonic Reservoir Computing Cliff B. Abbott Dmytro A. Bozhko 43 1 0 25 Apr 2024
Gradient-based Design of Computational Granular Crystals Atoosa Parsa C. O’Hern Rebecca Kramer‐Bottiglio Josh Bongard 65 1 0 07 Apr 2024
Extending echo state property for quantum reservoir computing Shumpei Kobayashi Quoc Hoan Tran Kohei Nakajima 26 6 0 05 Mar 2024
Reservoir Computing Using Measurement-Controlled Quantum Dynamics A. H. Abbas I. S. Maksymov 106 12 0 01 Mar 2024
Estimation of posture and joint angle of human body using foot pressure distribution: Morphological computation with human foot Yo Kobayashi Y. Nakashima 28 1 0 23 Jan 2024
Estimating continuous data of wrist joint angles using ultrasound images Yo Kobayashi Yoshihiro Katagi 31 1 0 04 Jan 2024
Weak Kerr Nonlinearity Boosts the Performance of Frequency-Multiplexed Photonic Extreme Learning Machines: A Multifaceted Approach Marina Zajnulina Alessandro Lupo Serge Massar 58 3 0 19 Dec 2023
A kinetic Monte Carlo Approach for Boolean Logic Functionality in Gold Nanoparticle Networks Jonas Mensing Wilfred G. van der Wiel Andreas Heuer 54 1 0 07 Dec 2023
Virtual reservoir acceleration for CPU and GPU: Case study for coupled spin-torque oscillator reservoir Thomas Geert de Jong Nozomi Akashi Tomohiro Taniguchi Hirofumi Notsu Kohei Nakajima 122 1 0 02 Dec 2023
Harnessing Synthetic Active Particles for Physical Reservoir Computing Xiangzun Wang F. Cichos 51 9 0 27 Jul 2023
Analogue and Physical Reservoir Computing Using Water Waves I. Maksymov 57 17 0 15 Jun 2023
Universal Mechanical Polycomputation in Granular Matter Atoosa Parsa Sven Witthaus Nidhi Pashine C. O’Hern Rebecca Kramer‐Bottiglio Josh Bongard 25 4 0 29 May 2023
Biomembrane-based Memcapacitive Reservoir Computing System for Energy Efficient Temporal Data Processing Md Razuan Hossain A. S. Mohamed Nick Armendarez Joseph S. Najem Md. Sakib Hasan 46 12 0 19 May 2023
Information processing via human soft tissue Yojiro Kobayashi 31 2 0 17 May 2023
Embedding bifurcations into pneumatic artificial muscle Nozomi Akashi Yasuo Kuniyoshi Taketomo Jo Mitsuhiro Nishida Ryo Sakurai Yasumichi Wakao Kohei Nakajima AI4CE 51 9 0 06 May 2023
Towards the Neuromorphic Computing for Offroad Robot Environment Perception and Navigation Zhenhua Yu Peter P. Childs T. Nanayakkara 25 1 0 05 May 2023
Musical creativity enabled by nonlinear oscillations of a bubble in water I. Maksymov 67 1 0 03 Apr 2023
Learning unidirectional coupling using echo-state network S. Mandal M. Shrimali 78 7 0 23 Mar 2023
Building Intelligence in the Mechanical Domain -- Harvesting the Reservoir Computing Power in Origami to Achieve Information Perception Tasks Jun Wang Suyi Li 32 8 0 10 Feb 2023
Learning Reservoir Dynamics with Temporal Self-Modulation Yusuke Sakemi S. Nobukawa Toshitaka Matsuki Takashi Morie Kazuyuki Aihara 50 7 0 23 Jan 2023
There's Plenty of Room Right Here: Biological Systems as Evolved, Overloaded, Multi-scale Machines Josh Bongard Michael Levin AI4CE 58 5 0 20 Dec 2022
Biological neurons act as generalization filters in reservoir computing Takuma Sumi Hideaki Yamamoto Yuichi Katori S. Moriya T. Konno Shigeo Sato A. Hirano-Iwata 16 33 0 06 Oct 2022
Quantum-Classical Hybrid Information Processing via a Single Quantum System Quoc Hoan Tran Sanjib Ghosh Kohei Nakajima 69 5 0 01 Sep 2022
Quantum Noise-Induced Reservoir Computing T. Kubota Yudai Suzuki Shumpei Kobayashi Quoc Hoan Tran Naoki Yamamoto Kohei Nakajima 63 4 0 16 Jul 2022
Exploring the limits of multifunctionality across different reservoir computers Andrew Flynn O. Heilmann Daniel Köglmayr V. Tsachouridis Christoph Räth Andreas Amann 58 4 0 23 May 2022
Evolving Programmable Computational Metamaterials Atoosa Parsa Dong Wang C. O’Hern M. Shattuck Rebecca Kramer‐Bottiglio Josh Bongard 29 6 0 19 Apr 2022
Physical Deep Learning with Biologically Plausible Training Method Mitsumasa Nakajima Katsuma Inoue Kenji Tanaka Yasuo Kuniyoshi Toshikazu Hashimoto Kohei Nakajima AI4CE 66 3 0 01 Apr 2022
Neural Echo State Network using oscillations of gas bubbles in water I. Maksymov A. Pototsky S. Suslov 42 12 0 22 Dec 2021
A Method to use Nonlinear Dynamics in a Whisker Sensor for Terrain Identification by Mobile Robots Zhenzhong Yu S. Sadati Hasitha Wegiriya Peter P. Childs T. Nanayakkara 34 9 0 04 Aug 2021
Transient Chaos in BERT Katsuma Inoue Soh Ohara Yasuo Kuniyoshi Kohei Nakajima 55 3 0 06 Jun 2021
Learning Temporal Quantum Tomography Quoc Hoan Tran Kohei Nakajima 62 29 0 25 Mar 2021
Physical Reservoir Computing with Origami and its Application to Robotic Crawling Priyanka Bhovad Suyi Li 60 75 0 20 Jan 2021
Higher-Order Quantum Reservoir Computing Quoc Hoan Tran Kohei Nakajima 59 22 0 16 Jun 2020
Designing spontaneous behavioral switching via chaotic itinerancy Katsuma Inoue Kohei Nakajima Yasuo Kuniyoshi 67 37 0 13 Feb 2020