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Physical reservoir computing -- An introductory perspective

Physical reservoir computing -- An introductory perspective

3 May 2020
Kohei Nakajima
ArXiv (abs)PDFHTML

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
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
Incorporating Coupling Knowledge into Echo State Networks for Learning Spatiotemporally Chaotic Dynamics
Kuei-Jan Chu
Nozomi Akashi
Akihiro Yamamoto
44
0
0
02 Apr 2025
Event-Driven Implementation of a Physical Reservoir Computing Framework for superficial EMG-based Gesture Recognition
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
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
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
30
1
0
11 Nov 2024
Neuromorphic Spintronics
Neuromorphic Spintronics
Atreya Majumdar
Karin Everschor-Sitte
AILaw
58
0
0
16 Sep 2024
How noise affects memory in linear recurrent networks
How noise affects memory in linear recurrent networks
JingChuan Guan
T. Kubota
Yasuo Kuniyoshi
Kohei Nakajima
31
0
0
05 Sep 2024
A Jellyfish Cyborg: Exploiting Natural Embodied Intelligence as Soft
  Robots
A Jellyfish Cyborg: Exploiting Natural Embodied Intelligence as Soft Robots
Dai Owaki
Max Austin
Shuhei Ikeda
Kazuya Okuizumi
Kohei Nakajima
33
0
0
04 Aug 2024
Classical and Quantum Physical Reservoir Computing for Onboard
  Artificial Intelligence Systems: A Perspective
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
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
PINNAI4CE
123
17
0
05 Jun 2024
Predicting unobserved climate time series data at distant areas via
  spatial correlation using reservoir computing
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
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
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
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
Hybrid Magnonic Reservoir Computing
Cliff B. Abbott
Dmytro A. Bozhko
45
1
0
25 Apr 2024
Gradient-based Design of Computational Granular Crystals
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
Extending echo state property for quantum reservoir computing
Shumpei Kobayashi
Quoc Hoan Tran
Kohei Nakajima
28
6
0
05 Mar 2024
Reservoir Computing Using Measurement-Controlled Quantum Dynamics
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
Estimation of posture and joint angle of human body using foot pressure distribution: Morphological computation with human foot
Yo Kobayashi
Y. Nakashima
30
1
0
23 Jan 2024
Estimating continuous data of wrist joint angles using ultrasound images
Estimating continuous data of wrist joint angles using ultrasound images
Yo Kobayashi
Yoshihiro Katagi
33
1
0
04 Jan 2024
Weak Kerr Nonlinearity Boosts the Performance of Frequency-Multiplexed
  Photonic Extreme Learning Machines: A Multifaceted Approach
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
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
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
Harnessing Synthetic Active Particles for Physical Reservoir Computing
Xiangzun Wang
F. Cichos
53
9
0
27 Jul 2023
Analogue and Physical Reservoir Computing Using Water Waves
Analogue and Physical Reservoir Computing Using Water Waves
I. Maksymov
57
17
0
15 Jun 2023
Universal Mechanical Polycomputation in Granular Matter
Universal Mechanical Polycomputation in Granular Matter
Atoosa Parsa
Sven Witthaus
Nidhi Pashine
C. O’Hern
Rebecca Kramer‐Bottiglio
Josh Bongard
27
4
0
29 May 2023
Biomembrane-based Memcapacitive Reservoir Computing System for Energy
  Efficient Temporal Data Processing
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
Information processing via human soft tissue
Yojiro Kobayashi
33
2
0
17 May 2023
Embedding bifurcations into pneumatic artificial muscle
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
Towards the Neuromorphic Computing for Offroad Robot Environment Perception and Navigation
Zhenhua Yu
Peter P. Childs
T. Nanayakkara
27
1
0
05 May 2023
Musical creativity enabled by nonlinear oscillations of a bubble in
  water
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
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
Building Intelligence in the Mechanical Domain -- Harvesting the Reservoir Computing Power in Origami to Achieve Information Perception Tasks
Jun Wang
Suyi Li
34
8
0
10 Feb 2023
Learning Reservoir Dynamics with Temporal Self-Modulation
Learning Reservoir Dynamics with Temporal Self-Modulation
Yusuke Sakemi
S. Nobukawa
Toshitaka Matsuki
Takashi Morie
Kazuyuki Aihara
52
7
0
23 Jan 2023
There's Plenty of Room Right Here: Biological Systems as Evolved,
  Overloaded, Multi-scale Machines
There's Plenty of Room Right Here: Biological Systems as Evolved, Overloaded, Multi-scale Machines
Josh Bongard
Michael Levin
AI4CE
60
5
0
20 Dec 2022
Biological neurons act as generalization filters in reservoir computing
Biological neurons act as generalization filters in reservoir computing
Takuma Sumi
Hideaki Yamamoto
Yuichi Katori
S. Moriya
T. Konno
Shigeo Sato
A. Hirano-Iwata
18
33
0
06 Oct 2022
Quantum-Classical Hybrid Information Processing via a Single Quantum
  System
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
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
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
Evolving Programmable Computational Metamaterials
Atoosa Parsa
Dong Wang
C. O’Hern
M. Shattuck
Rebecca Kramer‐Bottiglio
Josh Bongard
31
6
0
19 Apr 2022
Physical Deep Learning with Biologically Plausible Training Method
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
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
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
Transient Chaos in BERT
Katsuma Inoue
Soh Ohara
Yasuo Kuniyoshi
Kohei Nakajima
55
3
0
06 Jun 2021
Learning Temporal Quantum Tomography
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
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
Higher-Order Quantum Reservoir Computing
Quoc Hoan Tran
Kohei Nakajima
59
22
0
16 Jun 2020
Designing spontaneous behavioral switching via chaotic itinerancy
Designing spontaneous behavioral switching via chaotic itinerancy
Katsuma Inoue
Kohei Nakajima
Yasuo Kuniyoshi
67
37
0
13 Feb 2020
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