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Reaction-Diffusion Computers

1, 2005

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A molecular neuromorphic network device consisting of single-walled carbon nanotubes complexed with polyoxometalate

Nature communications, 2018-07, Vol.9 (1), p.2693-7, Article 2693

2018

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BRein Memory: A Single-Chip Binary/Ternary Reconfigurable in-Memory Deep Neural Network Accelerator Achieving 1.4 TOPS at 0.6 W

IEEE journal of solid-state circuits, 2018-04, Vol.53 (4), p.983-994

2018

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Extending Binary Neural Networks to Bayesian Neural Networks with Probabilistic Interpretation of Binary Weights

IEICE Transactions on Information and Systems, 2024/08/01, Vol.E107.D(8), pp.949-957

2024

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Physical Implementation of Reservoir Computing through Electrochemical Reaction

Advanced science, 2022-02, Vol.9 (6), p.e2104076-n/a

2022

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A novel small‐signal detection method using divergence properties of second‐order linear differential equations

Electronics letters, 2023-08, Vol.59 (16), p.n/a

2023

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An Adaptive Global and Local Tone Mapping Algorithm Implemented on FPGA

IEEE transactions on circuits and systems for video technology, 2020-09, Vol.30 (9), p.3015-3028

2020

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Highly-integrable analogue reservoir circuits based on a simple cycle architecture

Scientific reports, 2024-05, Vol.14 (1), p.10966-10966, Article 10966

2024

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Simple Reservoir Computing Capitalizing on the Nonlinear Response of Materials: Theory and Physical Implementations

Physical review applied, 2021-02, Vol.15 (2), Article 024030

2021

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Holmes: A Hardware-Oriented Optimizer Using Logarithms

IEICE Transactions on Information and Systems, 2022/12/01, Vol.E105.D(12), pp.2040-2047

2022

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Evolving conductive polymer neural networks on wetware

Japanese Journal of Applied Physics, 2020-06, Vol.59 (6), p.60601

2020

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A 1-Msps 500-Node FORCE Learning Accelerator for Reservoir Computing

Journal of Signal Processing, 2022/07/01, Vol.26(4), pp.103-106

2022

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Long- and Short-Term Conductance Control of Artificial Polymer Wire Synapses

Polymers, 2021-01, Vol.13 (2), p.312

2021

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Formation and characterization of charge coupled structure of polyoxometalate particles and a GaAs-based nanowire for readout of molecular charge states

Japanese Journal of Applied Physics, 2019-06, Vol.58 (SD), p.SDDE13

2019

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FPGA-Based Annealing Processor with Time-Division Multiplexing

IEICE Transactions on Information and Systems, 2019/12/01, Vol.E102.D(12), pp.2295-2305

2019

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Low-power temperature-to-frequency converter consisting of subthreshold CMOS circuits for integrated smart temperature sensors

Sensors and actuators. A. Physical., 2011, Vol.165 (1), p.132-137

2011

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Applying a Molecular Device to Stochastic Computing Operation for a Hardware AI System Design

Journal of Signal Processing, 2021/11/01, Vol.25(6), pp.221-225

2021

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Agile Manufacturing and Education in the DX Era

Journal of The Japan Institute of Electronics Packaging, 2023-05, Vol.26 (3), p.P3-P3

Asai, Tetsuya

2023

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Reservoir Computing on Atomic Switch Arrays with High Precision and Excellent Memory Characteristics

Journal of Signal Processing, 2021/07/01, Vol.25(4), pp.123-126

2021

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A Hardware-efficient Weight Sampling Circuit for Bayesian Neural Networks

International Journal of Networking and Computing, 2020, Vol.10(2), pp.84-93

2020

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Error Tolerance Analysis of Deep Learning Hardware Using a Restricted Boltzmann Machine Toward Low-Power Memory Implementation

IEEE transactions on circuits and systems. II, Express briefs, 2017-04, Vol.64 (4), p.462-466

2017

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Quantization Error-Based Regularization in Neural Networks

Artificial Intelligence XXXIV, p.137-142

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Real-time HDTV to 4K and 8K-UHD conversions using anti-aliasing based super resolution algorithm on FPGA

Microprocessors and microsystems, 2018-09, Vol.61, p.21-31

2018

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Vibration Suppression Control Using an Equivalent Rigid-Body Observer

IEEJ JOURNAL OF INDUSTRY APPLICATIONS, 2018-09, Vol.7 (5), p.396-402

2018

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Effect of overglazed and polished surface finishes on the compressive fracture strength of machinable ceramic materials

Dental Materials Journal, 2010, Vol.29(6), pp.661-667

2010

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Reaction-Diffusion Computers

A molecular neuromorphic network device consisting of single-walled carbon nanotubes complexed with polyoxometalate

BRein Memory: A Single-Chip Binary/Ternary Reconfigurable in-Memory Deep Neural Network Accelerator Achieving 1.4 TOPS at 0.6 W

Extending Binary Neural Networks to Bayesian Neural Networks with Probabilistic Interpretation of Binary Weights

Physical Implementation of Reservoir Computing through Electrochemical Reaction

A novel small‐signal detection method using divergence properties of second‐order linear differential equations

An Adaptive Global and Local Tone Mapping Algorithm Implemented on FPGA

Highly-integrable analogue reservoir circuits based on a simple cycle architecture

Simple Reservoir Computing Capitalizing on the Nonlinear Response of Materials: Theory and Physical Implementations

Holmes: A Hardware-Oriented Optimizer Using Logarithms

Evolving conductive polymer neural networks on wetware

A 1-Msps 500-Node FORCE Learning Accelerator for Reservoir Computing

Long- and Short-Term Conductance Control of Artificial Polymer Wire Synapses

Formation and characterization of charge coupled structure of polyoxometalate particles and a GaAs-based nanowire for readout of molecular charge states

FPGA-Based Annealing Processor with Time-Division Multiplexing

Low-power temperature-to-frequency converter consisting of subthreshold CMOS circuits for integrated smart temperature sensors

Applying a Molecular Device to Stochastic Computing Operation for a Hardware AI System Design

Agile Manufacturing and Education in the DX Era

Reservoir Computing on Atomic Switch Arrays with High Precision and Excellent Memory Characteristics

A Hardware-efficient Weight Sampling Circuit for Bayesian Neural Networks

Error Tolerance Analysis of Deep Learning Hardware Using a Restricted Boltzmann Machine Toward Low-Power Memory Implementation

Quantization Error-Based Regularization in Neural Networks

Real-time HDTV to 4K and 8K-UHD conversions using anti-aliasing based super resolution algorithm on FPGA

Vibration Suppression Control Using an Equivalent Rigid-Body Observer

Effect of overglazed and polished surface finishes on the compressive fracture strength of machinable ceramic materials

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