On the public citation graph
Information processing via physical soft body
0 signed · 360 inferred · view as graph
Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.
Is this your work? Sign in with ORCID and put your name on the
claims that are yours.
Reference health. See whether every reference in this work resolves to a
known work and none has been retracted — and get a dated CiteStamped
badge you can embed.
What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/adma.201203002openalex-snapshot
Robotic Tentacles with Three‐Dimensional Mobility Based on Flexible Elastomers
inferredcites →https://doi.org/10.1002/adma.201305280openalex-snapshot
Phononic Crystal with Adaptive Connectivity
inferredcites →https://doi.org/10.1007/978-3-540-39432-7_63openalex-snapshot
Pattern Recognition in a Bucket
inferredcites →https://doi.org/10.1007/s00422-012-0471-0openalex-snapshot
Towards a theoretical foundation for morphological computation with compliant bodies
inferredcites →https://doi.org/10.1007/s00422-012-0476-8openalex-snapshot
Energy management that generates terrain following versus apex-preserving hopping in man and machine
inferredcites →https://doi.org/10.1007/s00422-012-0516-4openalex-snapshot
The role of feedback in morphological computation with compliant bodies
inferredcites →https://doi.org/10.1016/j.msec.2010.12.004openalex-snapshot
Design concept and validation of a robotic arm inspired by the octopus
inferredcites →https://doi.org/10.1016/j.neunet.2007.04.003openalex-snapshot
An experimental unification of reservoir computing methods
inferredcites →https://doi.org/10.1016/j.neunet.2007.04.016openalex-snapshot
Optimization and applications of echo state networks with leaky- integrator neurons
inferredcites →https://doi.org/10.1016/j.neunet.2009.07.004openalex-snapshot
Echo state networks with filter neurons and a delay&sum readout
inferredcites →https://doi.org/10.1016/j.tibtech.2013.03.002openalex-snapshot
Soft robotics: a bioinspired evolution in robotics
inferredcites →https://doi.org/10.1038/ncomms1476openalex-snapshot
Information processing using a single dynamical node as complex system
inferredcites →https://doi.org/10.1038/ncomms4541openalex-snapshot
Experimental demonstration of reservoir computing on a silicon photonics chip
inferredcites →https://doi.org/10.1038/nrn2558openalex-snapshot
State-dependent computations: spatiotemporal processing in cortical networks
inferredcites →https://doi.org/10.1080/11762320802557865openalex-snapshot
Soft Robotics: Biological Inspiration, State of the Art, and Future Research
inferredcites →https://doi.org/10.1088/1748-3182/6/3/036002openalex-snapshot
An octopus-bioinspired solution to movement and manipulation for soft robots
inferredcites →https://doi.org/10.1098/rsif.2014.0437openalex-snapshot
Exploiting short-term memory in soft body dynamics as a computational resource
inferredcites →https://doi.org/10.1098/rsif.2014.0520openalex-snapshot
Design and control of compliant tensegrity robots through simulation and hardware validation
inferredcites →https://doi.org/10.1109/72.846741openalex-snapshot
New results on recurrent network training: unifying the algorithms and accelerating convergence
inferredcites →https://doi.org/10.1109/icra.2013.6630770openalex-snapshot
Computing with a muscular-hydrostat system
inferredcites →https://doi.org/10.1109/iros.2013.6696539openalex-snapshot
Spine dynamics as a computational resource in spine-driven quadruped locomotion
inferredcites →https://doi.org/10.1126/science.1091277openalex-snapshot
Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communication
inferredcites →https://doi.org/10.1126/science.1138353openalex-snapshot
From Swimming to Walking with a Salamander Robot Driven by a Spinal Cord Model
inferredcites →https://doi.org/10.1126/science.1145803openalex-snapshot
Self-Organization, Embodiment, and Biologically Inspired Robotics
inferredcites →https://doi.org/10.1126/science.1155564openalex-snapshot
Transient Dynamics for Neural Processing
inferredcites →https://doi.org/10.1126/science.1222149openalex-snapshot
Camouflage and Display for Soft Machines
inferredcites →https://doi.org/10.1126/science.1254295openalex-snapshot
Programmable self-assembly in a thousand-robot swarm
inferredcites →https://doi.org/10.1126/science.289.5485.1734openalex-snapshot
Locally Resonant Sonic Materials
inferredcites →https://doi.org/10.1145/2366316.2366335openalex-snapshot
The challenges ahead for bio-inspired 'soft' robotics
inferredcites →https://doi.org/10.1162/089976602760407955openalex-snapshot
Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations
inferredcites →https://doi.org/10.1162/artl_a_00079openalex-snapshot
Morphological Computation and Morphological Control: Steps Toward a Formal Theory and Applications
inferredcites →https://doi.org/10.1162/artl_a_00080openalex-snapshot
Locomotion Without a Brain: Physical Reservoir Computing in Tensegrity Structures
inferredcites →https://doi.org/10.1162/neco.2007.19.3.757openalex-snapshot
Training Recurrent Networks by Evolino
inferredcites →https://doi.org/10.3389/fncom.2013.00001openalex-snapshot
Computational modeling of the effects of amyloid-beta on release probability at hippocampal synapses
inferredcites →https://doi.org/10.3389/fncom.2013.00091openalex-snapshot
A soft body as a reservoir: case studies in a dynamic model of octopus-inspired soft robotic arm
inferredcites →https://doi.org/10.7551/mitpress/3585.001.0001openalex-snapshot
How the Body Shapes the Way We Think
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/adfm.202306149openalex-snapshot
Physical Reservoir Computing Based on Nanoscale Materials and Devices
inferred← citeshttps://doi.org/10.1002/adfm.202403622openalex-snapshot
Mechanical Computing with Transmissive Snapping of Kirigami Shells
inferred← citeshttps://doi.org/10.1002/adma.202102688openalex-snapshot
In‐Materio Reservoir Computing in a Sulfonated Polyaniline Network
inferred← citeshttps://doi.org/10.1002/adma.74897openalex-snapshot
Descriptors to Dynamics: A Materials and Device Perspective on in‐Materio Physical Reservoir Computing for Neuromorphic Edge Intelligence
inferred← citeshttps://doi.org/10.1002/admt.201800378openalex-snapshot
Elastic Electroadhesion with Rapid Release by Integrated Resonant Vibration
inferred← citeshttps://doi.org/10.1002/adrr.202500159openalex-snapshot
Backpropagation Through Soft Body: Investigating Information Processing in Brain–Body Coupling Systems
inferred← citeshttps://doi.org/10.1002/advs.202104076openalex-snapshot
Physical Implementation of Reservoir Computing through Electrochemical Reaction
inferred← citeshttps://doi.org/10.1002/advs.202304402openalex-snapshot
Embedding Bifurcations into Pneumatic Artificial Muscle
inferred← citeshttps://doi.org/10.1002/advs.202304804openalex-snapshot
Photonic Physical Reservoir Computing with Tunable Relaxation Time Constant
inferred← citeshttps://doi.org/10.1002/advs.202411777openalex-snapshot
Iono–Magnonic Reservoir Computing With Chaotic Spin Wave Interference Manipulated by Ion‐Gating
inferred← citeshttps://doi.org/10.1002/advs.202509389openalex-snapshot
Re‐Purposing a Modular Origami Manipulator Into an Adaptive Physical Computer for Machine Learning and Robotic Perception
inferred← citeshttps://doi.org/10.1002/aelm.202400443openalex-snapshot
Thermally Stable Ag2Se Nanowire Network as an Effective In‐Materio Physical Reservoir Computing Device
inferred← citeshttps://doi.org/10.1002/aelm.202400625openalex-snapshot
Physical Reservoir Computing Utilizing Ion‐Gating Transistors Operating in Electric Double Layer and Redox Mechanisms
inferred← citeshttps://doi.org/10.1002/aelm.202400699openalex-snapshot
In‐Materia Neuromorphic Properties Induced by Locally Denatured Regions in Sulfonated Polyaniline Networks Incorporating Au Nanoparticles
inferred← citeshttps://doi.org/10.1002/aelm.202500780openalex-snapshot
Enhanced High Dimensionality and the Information Processing Capacity in Interfered Spin Wave‐Based Reservoir Computing, Achieved With Eight Detectors
inferred← citeshttps://doi.org/10.1002/aisy.202100219openalex-snapshot
Stochastic Jumping Robots for Large‐Scale Environmental Sensing
inferred← citeshttps://doi.org/10.1002/aisy.202300123openalex-snapshot
A Redox‐Based Ion‐Gating Reservoir, Utilizing Double Reservoir States in Drain and Gate Nonlinear Responses
inferred← citeshttps://doi.org/10.1002/aisy.202300175openalex-snapshot
Information Processing Capacity of Spintronic Oscillator
inferred← citeshttps://doi.org/10.1002/aisy.202300228openalex-snapshot
Experimental Demonstration of High‐Performance Physical Reservoir Computing with Nonlinear Interfered Spin Wave Multidetection
inferred← citeshttps://doi.org/10.1002/aisy.202400098openalex-snapshot
Hardware Implementation of Next Generation Reservoir Computing with RRAM‐Based Hybrid Digital‐Analog System
inferred← citeshttps://doi.org/10.1002/aisy.202400278openalex-snapshot
Gait Perception via Actual and Estimated Pneumatic Physical Reservoir Output
inferred← citeshttps://doi.org/10.1002/aisy.202400576openalex-snapshot
Deep Learning Methods in Soft Robotics: Architectures and Applications
inferred← citeshttps://doi.org/10.1002/aisy.202500484openalex-snapshot
Roadmap on Artificial Intelligence‐Augmented Additive Manufacturing
inferred← citeshttps://doi.org/10.1002/aisy.202501450openalex-snapshot
Material‐Based Intelligence: Autonomous Adaptation and Embodied Computation in Physical Substrates
inferred← citeshttps://doi.org/10.1002/aisy.70432openalex-snapshot
Field‐Programable Dynamics in a Soft Magnetic Actuator Enabling True Random Number Generation and Reservoir Computing
inferred← citeshttps://doi.org/10.1007/978-3-030-01424-7_76openalex-snapshot
Mass-Spring Damper Array as a Mechanical Medium for Computation
inferred← citeshttps://doi.org/10.1007/978-3-030-04167-0_56openalex-snapshot
Proposal of Carrier-Wave Reservoir Computing
inferred← citeshttps://doi.org/10.1007/978-3-030-20621-5_1openalex-snapshot
From Morphological Computation to Morphological Intelligence
inferred← citeshttps://doi.org/10.1007/978-3-030-30493-5_13openalex-snapshot
Echo State Property of Neuronal Cell Cultures
inferred← citeshttps://doi.org/10.1007/978-3-030-61616-8_35openalex-snapshot
Analysis of Reservoir Structure Contributing to Robustness Against Structural Failure of Liquid State Machine
inferred← citeshttps://doi.org/10.1007/978-3-030-61616-8_38openalex-snapshot
Morphological Computation of Skin Focusing on Fingerprint Structure
inferred← citeshttps://doi.org/10.1007/978-3-030-81447-2_2openalex-snapshot
Eco-cognitive Computationalism
inferred← citeshttps://doi.org/10.1007/978-3-030-81447-2_4openalex-snapshot
Computational Domestication of Ignorant Entities
inferred← citeshttps://doi.org/10.1007/978-3-030-87993-8_2openalex-snapshot
Computing with Magnetic Thin Films: Using Film Geometry to Improve Dynamics
inferred← citeshttps://doi.org/10.1007/978-3-030-92238-2_25openalex-snapshot
Processing-Response Dependence on the On-Chip Readout Positions in Spin-Wave Reservoir Computing
inferred← citeshttps://doi.org/10.1007/978-3-031-91398-3_3openalex-snapshot
Estimating the Learning Capacity of Bacterial Metabolic Networks
inferred← citeshttps://doi.org/10.1007/978-3-031-96081-9_33openalex-snapshot
Multimodal Estimation of 2-DOF Wrist Motion Using Pneumatic Reservoir Computing
inferred← citeshttps://doi.org/10.1007/978-3-319-46687-3_24openalex-snapshot
Photonic Reservoir Computing Based on Laser Dynamics with External Feedback
inferred← citeshttps://doi.org/10.1007/978-3-319-95972-6_43openalex-snapshot
Toward Computing with Spider Webs: Computational Setup Realization
inferred← citeshttps://doi.org/10.1007/978-4-431-56469-0_18openalex-snapshot
Muscular-Hydrostat Computers: Physical Reservoir Computing for Octopus-Inspired Soft Robots
inferred← citeshttps://doi.org/10.1007/978-981-13-1687-6_14openalex-snapshot
Reservoir Computing Based on Spintronics Technology
inferred← citeshttps://doi.org/10.1007/978-981-13-1687-6_15openalex-snapshot
Reservoir Computing with Dipole-Coupled Nanomagnets
inferred← citeshttps://doi.org/10.1007/978-981-13-1687-6_18openalex-snapshot
Quantum Reservoir Computing: A Reservoir Approach Toward Quantum Machine Learning on Near-Term Quantum Devices
inferred← citeshttps://doi.org/10.1007/978-981-13-1687-6_19openalex-snapshot
Toward NMR Quantum Reservoir Computing
inferred← citeshttps://doi.org/10.1007/978-981-13-1687-6_5openalex-snapshot
On the Characteristics and Structures of Dynamical Systems Suitable for Reservoir Computing
inferred← citeshttps://doi.org/10.1007/978-981-19-5174-9_15openalex-snapshot
Information Processing Using Soft Body Dynamics
inferred← citeshttps://doi.org/10.1007/978-981-99-5072-0openalex-snapshot
Photonic Neural Networks with Spatiotemporal Dynamics
inferred← citeshttps://doi.org/10.1007/978-981-99-5072-0_11openalex-snapshot
Reservoir Computing Based on Iterative Function Systems
inferred← citeshttps://doi.org/10.1007/978-981-99-5072-0_5openalex-snapshot
Exploring Integrated Device Implementation for FRET-Based Optical Reservoir Computing
inferred← citeshttps://doi.org/10.1007/s00707-025-04350-5openalex-snapshot
The Stimulus-Expansion-Model for representing arbitrary active behavior in smart materials
inferred← citeshttps://doi.org/10.1007/s10846-022-01754-6openalex-snapshot
Controlled actuation, adhesion, and stiffness in soft robots: A review
inferred← citeshttps://doi.org/10.1007/s11229-020-02530-5openalex-snapshot
Computational domestication of ignorant entities
inferred← citeshttps://doi.org/10.1007/s42484-026-00414-4openalex-snapshot
Exoplanetary atmospheres retrieval via a quantum extreme learning machine
inferred← citeshttps://doi.org/10.1007/s43154-022-00075-8openalex-snapshot
Robotics for a Quality-Driven Post-harvest Supply Chain
inferred← citeshttps://doi.org/10.1016/b978-0-08-102260-3.00008-1openalex-snapshot
Soft timer: Dynamic clock embedded in soft body
inferred← citeshttps://doi.org/10.1016/j.carbon.2023.118344openalex-snapshot
Electrochemical reservoir computing based on surface-functionalized carbon nanotubes
inferred← citeshttps://doi.org/10.1016/j.ccr.2023.215155openalex-snapshot
Reservoir computing and photoelectrochemical sensors: A marriage of convenience
inferred← citeshttps://doi.org/10.1016/j.cej.2026.175242openalex-snapshot
Orchestrating the post‑silicon revolution of electronics through material-enabled intelligence
inferred← citeshttps://doi.org/10.1016/j.dsp.2024.104415openalex-snapshot
Single-layer folded RNN for time series prediction and classification under a non-Von Neumann architecture
inferred← citeshttps://doi.org/10.1016/j.electacta.2026.149225openalex-snapshot
Reservoir computing using the transient voltage response of an all-oxide solid-state sodium battery: Effects of state of charge and applied current
inferred← citeshttps://doi.org/10.1016/j.mechatronics.2021.102576openalex-snapshot
Active learning in robotics: A review of control principles
inferred← citeshttps://doi.org/10.1016/j.mechmachtheory.2025.106022openalex-snapshot
Adaptive cable-driven parallel load simulator inspired by physical reservoir computing for folding wings
inferred← citeshttps://doi.org/10.1016/j.mtphys.2024.101465openalex-snapshot
Opto-magnonic reservoir computing coupling nonlinear interfered spin wave and visible light switching
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.02.009openalex-snapshot
Computing optimal discrete readout weights in reservoir computing is NP-hard
inferred← citeshttps://doi.org/10.1016/j.neucom.2025.131158openalex-snapshot
The role of nonlinearity, dimensionality, memory, and input on a mechanical oscillator reservoir computer
inferred← citeshttps://doi.org/10.1016/j.neunet.2019.03.005openalex-snapshot
Recent advances in physical reservoir computing: A review
inferred← citeshttps://doi.org/10.1016/j.neunet.2024.106766openalex-snapshot
Physical reservoir computing on a soft bio-inspired swimmer
inferred← citeshttps://doi.org/10.1016/j.neures.2020.02.001openalex-snapshot
Effect of recurrent infomax on the information processing capability of input-driven recurrent neural networks
inferred← citeshttps://doi.org/10.1016/j.optlastec.2025.112641openalex-snapshot
Road surface condition monitoring with an optical fibre reservoir structure based on acceleration data from vehicles
inferred← citeshttps://doi.org/10.1016/j.plrev.2025.03.018openalex-snapshot
Informational embodiment: Computational role of information structure in codes and robots
inferred← citeshttps://doi.org/10.1016/j.plrev.2025.11.003openalex-snapshot
The body is not there to compute
inferred← citeshttps://doi.org/10.1016/j.shpsa.2023.05.002openalex-snapshot
The morphological paradigm in robotics
inferred← citeshttps://doi.org/10.1016/j.ymssp.2025.112711openalex-snapshot
The mechanical duffing adaptive oscillator physical reservoir computer
inferred← citeshttps://doi.org/10.1016/s1672-6529(16)60374-8openalex-snapshot
The Merits of Passive Compliant Joints in Legged Locomotion: Fast Learning, Superior Energy Efficiency and Versatile Sensing in a Quadruped Robot
inferred← citeshttps://doi.org/10.1021/acs.nanolett.3c05029openalex-snapshot
Magnetization Vector Rotation Reservoir Computing Operated by Redox Mechanism
inferred← citeshttps://doi.org/10.1021/acsaelm.6c00394openalex-snapshot
A Reservoir Computing-Based Binocular Vision System for Stereoscopic Spatial Classification Using Organic Ferroelectric Phototransistors
inferred← citeshttps://doi.org/10.1021/acsami.5c19143openalex-snapshot
In-Material Computation: A Computational Metamaterial for Data-Efficient Tactile Interfaces
inferred← citeshttps://doi.org/10.1021/acsnano.2c09569openalex-snapshot
A Perovskite Memristor with Large Dynamic Space for Analog-Encoded Image Recognition
inferred← citeshttps://doi.org/10.1021/acsnano.5c06174openalex-snapshot
Two Orders of Magnitude Reduction in Computational Load Achieved by Ultrawideband Responses of an Ion-Gating Reservoir
inferred← citeshttps://doi.org/10.1021/acsnano.6c13106openalex-snapshot
Emerging Frontiers and Technological Challenges in Soft Robotics
inferred← citeshttps://doi.org/10.1038/s41467-018-04886-2openalex-snapshot
A molecular neuromorphic network device consisting of single-walled carbon nanotubes complexed with polyoxometalate
inferred← citeshttps://doi.org/10.1038/s41467-019-12161-1openalex-snapshot
Materials tactile logic via innervated soft thermochromic elastomers
inferred← citeshttps://doi.org/10.1038/s41467-022-35216-2openalex-snapshot
Physical deep learning with biologically inspired training method: gradient-free approach for physical hardware
inferred← citeshttps://doi.org/10.1038/s41467-024-49190-4openalex-snapshot
Reservoir-computing based associative memory and itinerancy for complex dynamical attractors
inferred← citeshttps://doi.org/10.1038/s41534-024-00927-5openalex-snapshot
State estimation with quantum extreme learning machines beyond the scrambling time
inferred← citeshttps://doi.org/10.1038/s41586-021-03453-yopenalex-snapshot
The rise of intelligent matter
inferred← citeshttps://doi.org/10.1038/s41586-021-04138-2openalex-snapshot
Towards enduring autonomous robots via embodied energy
inferred← citeshttps://doi.org/10.1038/s41598-017-10257-6openalex-snapshot
Reservoir Computing Beyond Memory-Nonlinearity Trade-off
inferred← citeshttps://doi.org/10.1038/s41598-019-55247-yopenalex-snapshot
Photonic reservoir computing based on nonlinear wave dynamics at microscale
inferred← citeshttps://doi.org/10.1038/s41598-020-66441-8openalex-snapshot
Adaptive model selection in photonic reservoir computing by reinforcement learning
inferred← citeshttps://doi.org/10.1038/s41598-020-76142-xopenalex-snapshot
Step-like dependence of memory function on pulse width in spintronics reservoir computing
inferred← citeshttps://doi.org/10.1038/s41598-021-98982-xopenalex-snapshot
A Hopf physical reservoir computer
inferred← citeshttps://doi.org/10.1038/s41598-022-05061-wopenalex-snapshot
Natural quantum reservoir computing for temporal information processing
inferred← citeshttps://doi.org/10.1038/s41598-022-07404-zopenalex-snapshot
Photonic reinforcement learning based on optoelectronic reservoir computing
inferred← citeshttps://doi.org/10.1038/s41598-022-14738-1openalex-snapshot
Spintronic reservoir computing without driving current or magnetic field
inferred← citeshttps://doi.org/10.1038/s41598-022-16874-0openalex-snapshot
Leveraging plant physiological dynamics using physical reservoir computing
inferred← citeshttps://doi.org/10.1038/s41598-023-31395-0openalex-snapshot
Robotic automation and unsupervised cluster assisted modeling for solving the forward and reverse design problem of paper airplanes
inferred← citeshttps://doi.org/10.1038/s41598-023-31994-xopenalex-snapshot
Tapered whisker reservoir computing for real-time terrain identification-based navigation
inferred← citeshttps://doi.org/10.1038/s41598-023-48135-zopenalex-snapshot
Redox-based ion-gating reservoir consisting of (104) oriented LiCoO2 film, assisted by physical masking
inferred← citeshttps://doi.org/10.1038/s41598-024-61880-zopenalex-snapshot
Highly-integrable analogue reservoir circuits based on a simple cycle architecture
inferred← citeshttps://doi.org/10.1038/s41598-025-30016-2openalex-snapshot
Harvested reservoir computing from road traffic dynamics
inferred← citeshttps://doi.org/10.1038/s41598-025-93189-wopenalex-snapshot
Echo state property and memory capacity of artificial spin ice
inferred← citeshttps://doi.org/10.1038/s42005-024-01895-0openalex-snapshot
Reservoir direct feedback alignment: deep learning by physical dynamics
inferred← citeshttps://doi.org/10.1038/s42254-025-00918-1openalex-snapshot
Metrics for spin-based computing
inferred← citeshttps://doi.org/10.1038/s42256-019-0135-zopenalex-snapshot
Large-scale automated investigation of free-falling paper shapes via iterative physical experimentation
inferred← citeshttps://doi.org/10.1038/s42256-026-01197-wopenalex-snapshot
A benchmarking framework for embodied neuromorphic agents
inferred← citeshttps://doi.org/10.1038/s44172-022-00021-8openalex-snapshot
Reservoir computing on a silicon platform with a ferroelectric field-effect transistor
inferred← citeshttps://doi.org/10.1038/s44172-024-00227-yopenalex-snapshot
A high-performance deep reservoir computer experimentally demonstrated with ion-gating reservoirs
inferred← citeshttps://doi.org/10.1038/s44172-025-00418-1openalex-snapshot
Reservoir controllers design though robot-reservoir timescale alignment
inferred← citeshttps://doi.org/10.1038/s44335-026-00059-3openalex-snapshot
Demonstration of a subthreshold analog CMOS reservoir chip for temporal signal processing
inferred← citeshttps://doi.org/10.1063/1.5081797openalex-snapshot
Physical reservoir computing based on spin torque oscillator with forced synchronization
inferred← citeshttps://doi.org/10.1063/1.5086954openalex-snapshot
Optically reversible deformation of azobenzene particles prepared by a colloidal method
inferred← citeshttps://doi.org/10.1063/1.5123733openalex-snapshot
Stability analysis of reservoir computers dynamics via Lyapunov functions
inferred← citeshttps://doi.org/10.1063/5.0019974openalex-snapshot
Multifunctionality in a reservoir computer
inferred← citeshttps://doi.org/10.1063/5.0068941openalex-snapshot
Reservoir computing with random and optimized time-shifts
inferred← citeshttps://doi.org/10.1063/5.0073465openalex-snapshot
Numerical simulation of reservoir computing with magnetic nanowire lattices without inversion symmetry
inferred← citeshttps://doi.org/10.1063/5.0089055openalex-snapshot
Wave-packet spreading in disordered soft architected structures
inferred← citeshttps://doi.org/10.1063/5.0143846openalex-snapshot
Effect of temporal resolution on the reproduction of chaotic dynamics via reservoir computing
inferred← citeshttps://doi.org/10.1063/5.0169067openalex-snapshot
Effect of nonlinearity induced by atomic switch in Ag/Ag2S nanoparticles on performance of in-materio reservoir computing
inferred← citeshttps://doi.org/10.1063/5.0199941openalex-snapshot
Correlation between PPF index and short-term memory in physical-reservoir computing with artificial synapse using simple RC-series circuit
inferred← citeshttps://doi.org/10.1063/5.0245122openalex-snapshot
Effect of electronic state for in-materio physical reservoir computing performance with a porphyrin-polyoxometalate/single-walled carbon nanotube network
inferred← citeshttps://doi.org/10.1063/5.0266816openalex-snapshot
Enhanced computing performance of MoS2-based Raman-ion-gating reservoir achieved by combining reservoir states from current response and resonant Raman scattering
inferred← citeshttps://doi.org/10.1063/5.0273403openalex-snapshot
Quantization induced memory-nonlinearity transfer: Implications of analog-to-digital conversion in reservoir computing
inferred← citeshttps://doi.org/10.1063/5.0273567openalex-snapshot
Multifunctional physical reservoir computing in soft tensegrity robots
inferred← citeshttps://doi.org/10.1063/5.0283386openalex-snapshot
Reservoir computing bootcamp—From Python/NumPy tutorial for the complete beginners to cutting-edge research topics of reservoir computing
inferred← citeshttps://doi.org/10.1063/5.0283456openalex-snapshot
Predicting bifurcation of mechanical systems using reservoir computing: Case studies on legged locomotion and pneumatic soft actuator
inferred← citeshttps://doi.org/10.1063/5.0286757openalex-snapshot
The effect of the non-linear function on system dynamics within delay-feedback reservoirs
inferred← citeshttps://doi.org/10.1063/5.0306730openalex-snapshot
Efficient harnessing of polarization dynamics in FeFET-based reservoir computing using split analog method
inferred← citeshttps://doi.org/10.1063/5.0332683openalex-snapshot
Physical reservoir computing with nonlinear temperature characteristics of thermal conductivity
inferred← citeshttps://doi.org/10.1063/5.0333726openalex-snapshot
Investigating the cochleagram preprocessing and the role of interfered spin-wave-based reservoir computing in speech recognition
inferred← citeshttps://doi.org/10.1063/5.0348615openalex-snapshot
Physical reservoir computing using nonlinear heat conduction phenomena in alumina ceramic plates
inferred← citeshttps://doi.org/10.1073/pnas.1604838113openalex-snapshot
Stable propagation of mechanical signals in soft media using stored elastic energy
inferred← citeshttps://doi.org/10.1073/pnas.2424991122openalex-snapshot
Optomechanical reservoir computing
inferred← citeshttps://doi.org/10.1080/01691864.2017.1402703openalex-snapshot
Morphological computation-based control of a modular, pneumatically driven, soft robotic arm
inferred← citeshttps://doi.org/10.1088/1361-6463/ab5a27openalex-snapshot
Randomly generated node-state-update procedure for dipole-coupled magnetic reservoir computing with voltage control of the magnetism
inferred← citeshttps://doi.org/10.1088/1361-665x/adb7aaopenalex-snapshot
Roadmap on embodying mechano-intelligence and computing in functional materials and structures
inferred← citeshttps://doi.org/10.1088/1361-665x/adbdb3openalex-snapshot
Soft–hard active–passive embedded structures: a review of smart structures with design and modeling guidelines
inferred← citeshttps://doi.org/10.1088/1367-2630/ac024dopenalex-snapshot
Twin vortex computer in fluid flow
inferred← citeshttps://doi.org/10.1088/1742-6596/3278/1/012028openalex-snapshot
Speech Recognition with Time-Dependent Ginzburg-Landau Based Superconducting Physical Reservoir
inferred← citeshttps://doi.org/10.1088/1748-3190/aba091openalex-snapshot
A soft pneumatic bistable reinforced actuator bioinspired by Venus Flytrap with enhanced grasping capability
inferred← citeshttps://doi.org/10.1088/1757-899x/1321/1/012010openalex-snapshot
Embodied Intelligence in Transportation Systems: Road Network Computing
inferred← citeshttps://doi.org/10.1088/1757-899x/1321/1/012012openalex-snapshot
Evaluation of The Stochasticity in The Collective Bernoulli-ball System as A Physical Reservoir Computer
inferred← citeshttps://doi.org/10.1088/1757-899x/1343/1/012001openalex-snapshot
Elementary Characteristics and Energy Transport in Physical Reservoir Computing
inferred← citeshttps://doi.org/10.1088/1757-899x/1343/1/012011openalex-snapshot
Embodied Autonomous Intelligence: A Historical Perspective
inferred← citeshttps://doi.org/10.1088/2058-9565/addffeopenalex-snapshot
Experimental demonstration of enhanced quantum tomography via quantum reservoir processing
inferred← citeshttps://doi.org/10.1088/2632-072x/ac340eopenalex-snapshot
Analytical evidence of nonlinearity in qubits and continuous-variable quantum reservoir computing
inferred← citeshttps://doi.org/10.1088/2632-2153/aded56openalex-snapshot
Randomized tensor network reservoir computing: validity and learnability phase transitions
inferred← citeshttps://doi.org/10.1088/2634-4386/ac4339openalex-snapshot
Performance of reservoir computing in a random network of single-walled carbon nanotubes complexed with polyoxometalate
inferred← citeshttps://doi.org/10.1088/2634-4386/ac676aopenalex-snapshot
In-materio computing in random networks of carbon nanotubes complexed with chemically dynamic molecules: a review
inferred← citeshttps://doi.org/10.1088/2634-4386/acd20dopenalex-snapshot
The van der Pol physical reservoir computer
inferred← citeshttps://doi.org/10.1088/2634-4386/ad561aopenalex-snapshot
Fast physical reservoir computing, achieved with nonlinear interfered spin waves
inferred← citeshttps://doi.org/10.1088/2634-4386/addb6dopenalex-snapshot
Hardware-friendly implementation of physical reservoir computing with CMOS-based time-domain analog spiking neurons
inferred← citeshttps://doi.org/10.1088/2634-4386/ae441fopenalex-snapshot
RCbench: a unified framework for benchmarking reservoir computing systems
inferred← citeshttps://doi.org/10.1089/soro.2017.0075openalex-snapshot
Exploiting the Dynamics of Soft Materials for Machine Learning
inferred← citeshttps://doi.org/10.1089/soro.2020.0110openalex-snapshot
Skeletonizing the Dynamics of Soft Continuum Body from Video
inferred← citeshttps://doi.org/10.1093/jigpal/jzz032openalex-snapshot
Governing ignorance through abduction
inferred← citeshttps://doi.org/10.1098/rsfs.2016.0016openalex-snapshot
Adaptation of sensor morphology: an integrative view of perception from biologically inspired robotics perspective
inferred← citeshttps://doi.org/10.1098/rsos.221614openalex-snapshot
Computational capability of ecological dynamics
inferred← citeshttps://doi.org/10.1098/rsta.2024.0116openalex-snapshot
Toward mechanical proprioception in autonomously reconfigurable kirigami-inspired mechanical systems
inferred← citeshttps://doi.org/10.1098/rstb.2018.0377openalex-snapshot
Evolutionary aspects of reservoir computing
inferred← citeshttps://doi.org/10.1103/7pv3-8792openalex-snapshot
Attention-enhanced reservoir computing as a multiple-dynamical-system approximator
inferred← citeshttps://doi.org/10.1103/jrlp-vn6jopenalex-snapshot
Phase transitions from linear to nonlinear information processing in neural networks
inferred← citeshttps://doi.org/10.1103/physrevapplied.10.034063openalex-snapshot
Macromagnetic Simulation for Reservoir Computing Utilizing Spin Dynamics in Magnetic Tunnel Junctions
inferred← citeshttps://doi.org/10.1103/physrevapplied.11.034021openalex-snapshot
Boosting Computational Power through Spatial Multiplexing in Quantum Reservoir Computing
inferred← citeshttps://doi.org/10.1103/physrevapplied.15.024030openalex-snapshot
Simple Reservoir Computing Capitalizing on the Nonlinear Response of Materials: Theory and Physical Implementations
inferred← citeshttps://doi.org/10.1103/physrevapplied.22.014039openalex-snapshot
Attention-enhanced reservoir computing
inferred← citeshttps://doi.org/10.1103/physrevapplied.8.024030openalex-snapshot
Harnessing Disordered-Ensemble Quantum Dynamics for Machine Learning
inferred← citeshttps://doi.org/10.1103/physreve.105.044212openalex-snapshot
Dynamic effects on reservoir computing with a Hopf oscillator
inferred← citeshttps://doi.org/10.1103/physreve.108.064304openalex-snapshot
Reservoir computing with higher-order interactive coupled pendulums
inferred← citeshttps://doi.org/10.1103/physreve.109.064205openalex-snapshot
Self-learning physical reservoir computer
inferred← citeshttps://doi.org/10.1103/physrevresearch.2.023389openalex-snapshot
Periodic structure of memory function in spintronics reservoir with feedback current
inferred← citeshttps://doi.org/10.1103/physrevresearch.2.043303openalex-snapshot
Input-driven bifurcations and information processing capacity in spintronics reservoirs
inferred← citeshttps://doi.org/10.1103/physrevresearch.3.033243openalex-snapshot
Spin waves propagating through a stripe magnetic domain structure and their applications to reservoir computing
inferred← citeshttps://doi.org/10.1109/access.2023.3340311openalex-snapshot
Self-Organizing Multiple Readouts for Reservoir Computing
inferred← citeshttps://doi.org/10.1109/access.2025.3553140openalex-snapshot
Information Processing via Human Soft Tissue: Soft Tissue Reservoir Computing
inferred← citeshttps://doi.org/10.1109/icaiic68212.2026.11454170openalex-snapshot
A General Framework for Neural Adaptive Sensing of Dynamical Fields
inferred← citeshttps://doi.org/10.1109/icons69015.2025.00013openalex-snapshot
An Empirical Study on the Impacts of Input Distribution on Digital Reservoir Computer Performance
inferred← citeshttps://doi.org/10.1109/icra46639.2022.9812377openalex-snapshot
Online Assistance Control of a Pneumatic Gait Assistive Suit Using Physical Reservoir Computing Exploiting Air Dynamics
inferred← citeshttps://doi.org/10.1109/ijcnn48605.2020.9207629openalex-snapshot
Spatial distribution of information effective for logic function learning in spin-wave reservoir computing chip utilizing spatiotemporal physical dynamics
inferred← citeshttps://doi.org/10.1109/ijcnn54540.2023.10191492openalex-snapshot
The Effect of System Timescale on Virtual Node Connectivity within Delay-Feedback Reservoirs
inferred← citeshttps://doi.org/10.1109/ijcnn55064.2022.9892423openalex-snapshot
Ground Reaction Force Estimation in a Quadruped Robot via Liquid State Networks
inferred← citeshttps://doi.org/10.1109/iros51168.2021.9636194openalex-snapshot
Wearable Tactile Sensor Suit for Natural Body Dynamics Extraction: Case Study on Posture Prediction Based on Physical Reservoir Computing
inferred← citeshttps://doi.org/10.1109/iros51168.2021.9636431openalex-snapshot
A Soft Somesthetic Robotic Finger Based on Conductive Working Liquid and an Origami Structure
inferred← citeshttps://doi.org/10.1109/iros51168.2021.9636571openalex-snapshot
A Method to use Nonlinear Dynamics in a Whisker Sensor for Terrain Identification by Mobile Robots
inferred← citeshttps://doi.org/10.1109/iros60139.2025.11245913openalex-snapshot
Pose Estimation of a Cable-Driven Serpentine Manipulator Utilizing Intrinsic Dynamics via Physical Reservoir Computing
inferred← citeshttps://doi.org/10.1109/iros60139.2025.11247489openalex-snapshot
Soft-Rigid Coupled Blade Leg Achieves Spatio-temporal Terrain Classification with Minimal Sensor Configuration
inferred← citeshttps://doi.org/10.1109/iscas46773.2023.10181436openalex-snapshot
In-material reservoir implementation of reservoir-based convolution
inferred← citeshttps://doi.org/10.1109/iscas58744.2024.10558653openalex-snapshot
Analysis of Reservoir Computing Using Oscillator Circuit
inferred← citeshttps://doi.org/10.1109/jlt.2024.3499963openalex-snapshot
Time-Delayed Reservoir Computing System Based on a Three-Stage Monolithic Integrated Amplified Feedback Laser With Electrical Information Injection
inferred← citeshttps://doi.org/10.1109/jsen.2021.3112901openalex-snapshot
Machine Learning for Sensing Applications: A Tutorial
inferred← citeshttps://doi.org/10.1109/led.2024.3435422openalex-snapshot
Reservoir Computing Utilizing a Complementary Combination of n- and p-Channel FeFETs
inferred← citeshttps://doi.org/10.1109/lra.2021.3068118openalex-snapshot
Liquid Metal Logic for Soft Robotics
inferred← citeshttps://doi.org/10.1109/lra.2021.3135573openalex-snapshot
DNN-Based Predictive Model for a Batoid-Inspired Soft Robot
inferred← citeshttps://doi.org/10.1109/lra.2021.3139083openalex-snapshot
Behavioral Diversity Generated From Body–Environment Interactions in a Simulated Tensegrity Robot
inferred← citeshttps://doi.org/10.1109/lra.2022.3146602openalex-snapshot
A Tapered Whisker-Based Physical Reservoir Computing System for Mobile Robot Terrain Identification in Unstructured Environments
inferred← citeshttps://doi.org/10.1109/lra.2022.3159859openalex-snapshot
A Semi-Supervised Reservoir Computing System Based on Tapered Whisker for Mobile Robot Terrain Identification and Roughness Estimation
showing the first 200 of 320 · page through all 320
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.