Gouhei Tanaka

83 papers B 16Journal 43Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
Diffusion Model for Relational Inference in Interacting Systems.
IEEE Trans. Netw. Sci. Eng.
Shuhan Zheng, Ziqiang Li, Kantaro Fujiwara, Gouhei Tanaka
2026 J jnl
Hand Gesture Recognition from Doppler Radar Signals Using Echo State Networks.
CoRR
Towa Sano, Gouhei Tanaka
2026 J jnl
Misophonia Trigger Sound Detection on Synthetic Soundscapes Using a Hybrid Model with a Frozen Pre-Trained CNN and a Time-Series Module.
CoRR
Kurumi Sashida, Gouhei Tanaka
2026 J jnl
Online Adaptive Reinforcement Learning with Echo State Networks for Non-Stationary Dynamics.
CoRR
Aoi Yoshimura, Gouhei Tanaka
2025 J jnl
Expanding detection bandwidth via a photonic reservoir for ultrafast optical sensing.
CoRR
Yuito Ito, Tomoaki Niiyama, Tetsuya Asai, Gouhei Tanaka, Atsushi Uchida, Satoshi Sunada
2025 B conf
Federated Learning with Reservoir State Analysis for Time Series Anomaly Detection.
IJCNN
Keigo Nogami, Hiroto Tamura, Gouhei Tanaka
2025 J jnl
Federated Learning with Reservoir State Analysis for Time Series Anomaly Detection.
CoRR
Keigo Nogami, Hiroto Tamura, Gouhei Tanaka
2025 J jnl
Hebbian Physics Networks: A Self-Organizing Computational Architecture Based on Local Physical Laws.
CoRR
Gunjan Auti, Hirofumi Daiguji, Gouhei Tanaka
2025 B conf
Online classification of multivariate time series data through Gaussian Reservoir State Analysis (GRSA).
IJCNN
Hiroto Tamura, Kantaro Fujiwara, Kazuyuki Aihara, Gouhei Tanaka
2025 J jnl
Reservoir Predictive Path Integral Control for Unknown Nonlinear Dynamics.
CoRR
Daisuke Inoue, Tadayoshi Matsumori, Gouhei Tanaka, Yuji Ito
2025 B conf
Structuring Multiple Simple Cycle Reservoirs with Particle Swarm Optimization.
IJCNN
Ziqiang Li, Robert Simon Fong, Kantaro Fujiwara, Kazuyuki Aihara, Gouhei Tanaka
2025 J jnl
Structuring Multiple Simple Cycle Reservoirs with Particle Swarm Optimization.
CoRR
Ziqiang Li, Robert Simon Fong, Kantaro Fujiwara, Kazuyuki Aihara, Gouhei Tanaka
2025 J jnl
Symplectic Reservoir Representation of Legendre Dynamics.
CoRR
Robert Simon Fong, Gouhei Tanaka, Kazuyuki Aihara
2025 J jnl
Transformer-Based Vector Font Classification Using Different Font Formats: TrueType versus PostScript.
CoRR
Takumu Fujioka, Gouhei Tanaka
2024 J jnl
Backbone-based Dynamic Spatio-Temporal Graph Neural Network for epidemic forecasting.
Knowl. Based Syst.
Junkai Mao, Yuexing Han, Gouhei Tanaka, Bing Wang
2024 B conf
Designing Network Topologies of Multiple Reservoir Echo State Networks: A Genetic Algorithm Based Approach.
IJCNN
Ziqiang Li, Kantaro Fujiwara, Gouhei Tanaka
2024 J jnl
Diffusion model for relational inference.
CoRR
Shuhan Zheng, Ziqiang Li, Kantaro Fujiwara, Gouhei Tanaka
2024 J jnl
Predicting unobserved climate time series data at distant areas via spatial correlation using reservoir computing.
CoRR
Shihori Koyama, Daisuke Inoue, Hiroaki Yoshida, Kazuyuki Aihara, Gouhei Tanaka
2023 — conf
An Echo State Network-Based Method for Identity Recognition with Continuous Blood Pressure Data.
ICANN (4)
Ziqiang Li, Kantaro Fujiwara, Gouhei Tanaka
2023 J jnl
Backbone-based Dynamic Graph Spatio-Temporal Network for Epidemic Forecasting.
CoRR
Junkai Mao, Yuexing Han, Gouhei Tanaka, Bing Wang
2023 J jnl
Dynamical Graph Echo State Networks with Snapshot Merging for Dissemination Process Classification.
CoRR
Ziqiang Li, Kantaro Fujiwara, Gouhei Tanaka
2023 — conf
Dynamical Graph Echo State Networks with Snapshot Merging for Spreading Process Classification.
ICONIP (10)
Ziqiang Li, Kantaro Fujiwara, Gouhei Tanaka
2023 — conf
Long-time-constant leaky-integrating oxygen-vacancy drift-diffusion FET for human-interactive spiking reservoir computing.
VLSI Technology and Circuits
Hisashi Inoue, Hiroto Tamura, Ai Kitoh, Xiangyu Chen, Zolboo Byambadorj, Takeaki Yajima, Yasushi Hotta, Tetsuya Iizuka, Gouhei Tanaka, Isao H. Inoue
2023 J jnl
Multi-Reservoir Echo State Networks with Hodrick-Prescott Filter for nonlinear time-series prediction.
Appl. Soft Comput.
Ziqiang Li, Yun Liu, Gouhei Tanaka
2023 B conf
Time-domain Fading Channel Prediction Based on Spin-wave Reservoir Computing.
IJCNN
Jiaxuan Chen, Haotian Chen, Ryosho Nakane, Gouhei Tanaka, Akira Hirose
2022 J jnl
2022 roadmap on neuromorphic computing and engineering.
Neuromorph. Comput. Eng.
Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Steve B. Furber, Emre Neftci, Franz Scherr, Wolfgang Maass, Srikanth Ramaswamy, Jonathan Tapson, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Gabriella Panuccio, Mufti Mahmud, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, Nini Pryds
2022 J jnl
A Simple Memristive Circuit for Pattern Classification Based on Reservoir Computing.
Int. J. Bifurc. Chaos
Zhiqiang Tong, Ryosho Nakane, Akira Hirose, Gouhei Tanaka
2022 J jnl
Co-evolution dynamics of epidemic and information under dynamical multi-source information and behavioral responses.
Knowl. Based Syst.
Xiao Hong, Yuexing Han, Gouhei Tanaka, Bing Wang
2022 J jnl
Computational Efficiency of Multi-Step Learning Echo State Networks for Nonlinear Time Series Prediction.
IEEE Access
Takanori Akiyama, Gouhei Tanaka
2022 J jnl
Guest Editorial Special Issue on New Frontiers in Extremely Efficient Reservoir Computing.
IEEE Trans. Neural Networks Learn. Syst.
Gouhei Tanaka, Claudio Gallicchio, Alessio Micheli, Juan-Pablo Ortega, Akira Hirose
2022 J jnl
Multi-reservoir echo state networks with sequence resampling for nonlinear time-series prediction.
Neurocomputing
Ziqiang Li, Gouhei Tanaka
2022 J jnl
Performance enhancement of a spin-wave-based reservoir computing system utilizing different physical conditions.
CoRR
Ryosho Nakane, Akira Hirose, Gouhei Tanaka
2022 B conf
Proposal of Film-penetrating Transducers for a Spin-wave Reservoir Computing Chip.
IJCNN
Jiaxuan Chen, Ryosho Nakane, Gouhei Tanaka, Akira Hirose
2022 B conf
Proposal of Reconstructive Reservoir Computing to Detect Anomaly in Time-series Signals.
IJCNN
Junya Kato, Gouhei Tanaka, Ryosho Nakane, Akira Hirose
2021 J jnl
2021 Roadmap on Neuromorphic Computing and Engineering.
CoRR
Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Emre Neftci, Srikanth Ramaswamy, Jonathan Tapson, Franz Scherr, Wolfgang Maass, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, Nini Pryds
2021 — conf
A Multi-Reservoir Echo State Network with Multiple-Size Input Time Slices for Nonlinear Time-Series Prediction.
ICONIP (2)
Ziqiang Li, Gouhei Tanaka
2021 J jnl
A Numerical Exploration of Signal Detector Arrangement in a Spin-Wave Reservoir Computing Device.
IEEE Access
Takehiro Ichimura, Ryosho Nakane, Gouhei Tanaka, Akira Hirose
2021 J jnl
A numerical exploration of signal detector arrangement in a spin-wave reservoir computing device.
CoRR
Takehiro Ichimura, Ryosho Nakane, Gouhei Tanaka, Akira Hirose
2021 J jnl
Reservoir Computing with Diverse Timescales for Prediction of Multiscale Dynamics.
CoRR
Gouhei Tanaka, Tadayoshi Matsumori, Hiroaki Yoshida, Kazuyuki Aihara
2021 J jnl
Simulation platform for pattern recognition based on reservoir computing with memristor networks.
CoRR
Gouhei Tanaka, Ryosho Nakane
2021 J jnl
Transfer-RLS method and transfer-FORCE learning for simple and fast training of reservoir computing models.
Neural Networks
Hiroto Tamura, Gouhei Tanaka
2021 B conf
partial-FORCE: A fast and robust online training method for recurrent neural networks.
IJCNN
Hiroto Tamura, Gouhei Tanaka
2020 B conf
Deep Echo State Networks with Multi-Span Features for Nonlinear Time Series Prediction.
IJCNN
Ziqiang Li, Gouhei Tanaka
2020 B conf
HP-ESN: Echo State Networks Combined with Hodrick-Prescott Filter for Nonlinear Time-Series Prediction.
IJCNN
Ziqiang Li, Gouhei Tanaka
2020 B conf
Spatial distribution of information effective for logic function learning in spin-wave reservoir computing chip utilizing spatiotemporal physical dynamics.
IJCNN
Takehiro Ichimura, Ryosho Nakane, Gouhei Tanaka, Akira Hirose
2020 J jnl
Spatially Arranged Sparse Recurrent Neural Networks for Energy Efficient Associative Memory.
IEEE Trans. Neural Networks Learn. Syst.
Gouhei Tanaka, Ryosho Nakane, Tomoya Takeuchi, Toshiyuki Yamane, Daiju Nakano, Yasunao Katayama, Akira Hirose
2020 — conf
Two-Step FORCE Learning Algorithm for Fast Convergence in Reservoir Computing.
ICANN (2)
Hiroto Tamura, Gouhei Tanaka
2019 B conf
Analysis on Characteristics of Multi-Step Learning Echo State Networks for Nonlinear Time Series Prediction.
IJCNN
Takanori Akiyama, Gouhei Tanaka
2019 — conf
Application Identification of Network Traffic by Reservoir Computing.
ICONIP (5)
Toshiyuki Yamane, Jean Benoit Héroux, Hidetoshi Numata, Gouhei Tanaka, Ryosho Nakane, Akira Hirose
2019 — conf
Echo State Network with Adversarial Training.
ICANN (Workshop)
Takanori Akiyama, Gouhei Tanaka
2019 J jnl
Echo State Networks Composed of Units with Time-Varying Nonlinearity.
Aust. J. Intell. Inf. Process. Syst.
Gouhei Tanaka, Ryosho Nakane, Akira Hirose
2019 J jnl
Hybrid pooling for enhancement of generalization ability in deep convolutional neural networks.
Neurocomputing
Zhiqiang Tong, Gouhei Tanaka
2019 B conf
In a Spin-Wave Reservoir for Machine Learning.
IJCNN
Ryosho Nakane, Gouhei Tanaka, Akira Hirose
2019 J jnl
Physical reservoir computing: Possibility to resolve the inconsistency between neuro-AI principles and its hardware.
Aust. J. Intell. Inf. Process. Syst.
Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, Jean Benoit Héroux, Daiju Nakano, Ryosho Nakane, Gouhei Tanaka
2019 J jnl
Recent advances in physical reservoir computing: A review.
Neural Networks
Gouhei Tanaka, Toshiyuki Yamane, Jean Benoit Héroux, Ryosho Nakane, Naoki Kanazawa, Seiji Takeda, Hidetoshi Numata, Daiju Nakano, Akira Hirose
2018 — conf
Dimensionality Reduction by Reservoir Computing and Its Application to IoT Edge Computing.
ICONIP (1)
Toshiyuki Yamane, Hidetoshi Numata, Jean Benoit Héroux, Naoki Kanazawa, Seiji Takeda, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Daiju Nakano
2018 — conf
Prediction of Molecular Packing Motifs in Organic Crystals by Neural Graph Fingerprints.
ICONIP (5)
Daiki Ito, Raku Shirasawa, Shinnosuke Hattori, Shigetaka Tomiya, Gouhei Tanaka
2018 — conf
Proposal of Carrier-Wave Reservoir Computing.
ICONIP (1)
Akira Hirose, Gouhei Tanaka, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, Jean Benoit Héroux, Daiju Nakano, Ryosho Nakane
2018 J jnl
Recent Advances in Physical Reservoir Computing: A Review.
CoRR
Gouhei Tanaka, Toshiyuki Yamane, Jean Benoit Héroux, Ryosho Nakane, Naoki Kanazawa, Seiji Takeda, Hidetoshi Numata, Daiju Nakano, Akira Hirose
2018 J jnl
Reservoir Computing With Spin Waves Excited in a Garnet Film.
IEEE Access
Ryosho Nakane, Gouhei Tanaka, Akira Hirose
2018 B conf
Reservoir Computing with Untrained Convolutional Neural Networks for Image Recognition.
ICPR
Zhiqiang Tong, Gouhei Tanaka
2017 — conf
Complex-Valued Neural Networks for Wave-Based Realization of Reservoir Computing.
ICONIP (4)
Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Daiju Nakano, Shigeru Nakagawa, Ryosho Nakane, Gouhei Tanaka
2017 — conf
Simulation Study of Physical Reservoir Computing by Nonlinear Deterministic Time Series Analysis.
ICONIP (1)
Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa
2017 — conf
Waveform Classification by Memristive Reservoir Computing.
ICONIP (4)
Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Shigeru Nakagawa, Akira Hirose
2016 — conf
A Hybrid Pooling Method for Convolutional Neural Networks.
ICONIP (2)
Zhiqiang Tong, Kazuyuki Aihara, Gouhei Tanaka
2016 — conf
Computational Performance of Echo State Networks with Dynamic Synapses.
ICONIP (1)
Ryota Mori, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Kazuyuki Aihara
2016 — conf
Dynamics of Reservoir Computing at the Edge of Stability.
ICONIP (1)
Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Shigeru Nakagawa, Akira Hirose
2016 — conf
Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture.
ICONIP (1)
Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Daiju Nakano, Seiji Takeda, Shigeru Nakagawa, Akira Hirose
2016 — conf
Photonic Reservoir Computing Based on Laser Dynamics with External Feedback.
ICONIP (1)
Seiji Takeda, Daiju Nakano, Toshiyuki Yamane, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa
2015 J jnl
Dynamics of an HBV Model with Drug Resistance Under Intermittent Antiviral Therapy.
Int. J. Bifurc. Chaos
Ben-gong Zhang, Gouhei Tanaka, Kazuyuki Aihara, Masao Honda, Shuichi Kaneko, Luonan Chen
2015 B conf
Regularity and randomness in modular network structures for neural associative memories.
IJCNN
Gouhei Tanaka, Toshiyuki Yamane, Daiju Nakano, Ryosho Nakane, Yasunao Katayama
2015 — conf
Wave-Based Reservoir Computing by Synchronization of Coupled Oscillators.
ICONIP (3)
Toshiyuki Yamane, Yasunao Katayama, Ryosho Nakane, Gouhei Tanaka, Daiju Nakano
2015 — conf
Wave-based device scaling concept for brain-like energy efficiency and integration.
NANOARCH
Yasunao Katayama, Toshiyuki Yamane, Daiju Nakano, Ryosho Nakane, Gouhei Tanaka
2014 — conf
Hopfield-Type Associative Memory with Sparse Modular Networks.
ICONIP (1)
Gouhei Tanaka, Toshiyuki Yamane, Daiju Nakano, Ryosho Nakane, Yasunao Katayama
2013 J jnl
Complex-Valued Neural Networks: Advances and Applications [Book Review].
IEEE Comput. Intell. Mag.
Gouhei Tanaka
2013 — conf
On the analysis of the bifurcation sets of equilibrium points in parameter space.
ECC
Graziano Chesi, Gouhei Tanaka, Yoshito Hirata, Kazuyuki Aihara
2012 — conf
Dynamical modeling of chronic myeloid leukemia progression and the development of mutations.
BIBM Workshops
Ben-gong Zhang, Gouhei Tanaka, Luonan Chen, Kazuyuki Aihara
2009 — conf
Backpropagation Learning Algorithm for Multilayer Phasor Neural Networks.
ICONIP (1)
Gouhei Tanaka, Kazuyuki Aihara
2009 J jnl
Complex-Valued Multistate Associative Memory With Nonlinear Multilevel Functions for Gray-Level Image Reconstruction.
IEEE Trans. Neural Networks
Gouhei Tanaka, Kazuyuki Aihara
2008 J jnl
A Mathematical Model of Intermittent Androgen Suppression for Prostate Cancer.
J. Nonlinear Sci.
Aiko Miyamura Ideta, Gouhei Tanaka, Takumi Takeuchi, Kazuyuki Aihara
2008 B conf
Complex-valued multistate associative memory with nonlinear multilevel functions for gray-level image reconstruction.
IJCNN
Gouhei Tanaka, Kazuyuki Aihara
2005 J jnl
Multistate Associative Memory with Parametrically Coupled Map Networks.
Int. J. Bifurc. Chaos
Gouhei Tanaka, Kazuyuki Aihara
2003 J jnl
Bifurcation Structures of Period-Adding Phenomena in an Ocean Internal Wave Model.
Int. J. Bifurc. Chaos
Gouhei Tanaka, Sunao Murashige, Kazuyuki Aihara