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G

Gouhei Tanaka

university of tokyo

26H-index
187Paper Count
4.3KCitation Count
Published Papers 26
Publication Date
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Diffusion Model for Relational Inference in Interacting Systems
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2026-01-01
err0
PREAI
errZheng, Shuhan; Li, Ziqiang; Fujiwara, Kantaro; Tanaka, Gouhei
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Taming Prolonged Ionic Drift-Diffusion Dynamics for Brain-Inspired Computation
errADVANCED MATERIALS
IF26.8
err2024-11-27
err0
errOAAI
errInoue, Hisashi; Tamura, Hiroto; Kitoh, Ai; Chen, Xiangyu; Byambadorj, Zolboo; Yajima, Takeaki; Hotta, Yasushi; Iizuka, Tetsuya; Tanaka, Gouhei; Inoue, Isao H.
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Backbone-based Dynamic Spatio-Temporal Graph Neural Network for epidemic forecasting
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-07-01
err1
PREAI
errMao, Junkai; Han, Yuexing; Tanaka, Gouhei; Wang, Bing
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errSave
Performance Enhancement of a Spin-Wave-Based Reservoir Computing System Utilizing Different Physical Conditions
errPHYSICAL REVIEW APPLIED
IF4.4
err2023-03-14
err19
errOAAI
errNakane, Ryosho; Hirose, Akira; Tanaka, Gouhei
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errSave
Multi-Reservoir Echo State Networks with Hodrick-Prescott Filter for nonlinear time-series prediction
errAPPLIED SOFT COMPUTING
IF6.6
err2023-03-01
err10
errOAAI
errLi, Ziqiang; Liu, Yun; Tanaka, Gouhei
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errSave
Co-evolution dynamics of epidemic and information under dynamical multi-source information and behavioral responses
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-09-01
err13
PREAI
errHong, Xiao; Han, Yuexing; Tanaka, Gouhei; Wang, Bing
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errSave
Reservoir computing with diverse timescales for prediction of multiscale dynamics
errPHYSICAL REVIEW RESEARCH
IF4.2
err2022-07-28
err27
errOAAI
errTanaka, Gouhei; Matsumori, Tadayoshi; Yoshida, Hiroaki; Aihara, Kazuyuki
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Simulation platform for pattern recognition based on reservoir computing with memristor networks
errSCIENTIFIC REPORTS
IF3.9
err2022-06-14
err21
errOAAI
errTanaka, Gouhei; Nakane, Ryosho
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Special Issue on New Frontiers in Extremely Efficient Reservoir Computing
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-06-01
err1
PREAI
errTanaka, Gouhei; Gallicchio, Claudio; Micheli, Alessio; Ortega, Juan-Pablo; Hirose, Akira
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2022 roadmap on neuromorphic computing and engineering
errNEUROMORPHIC COMPUTING AND ENGINEERING
IF6.1
err2022-05-20
err369
errOAAI
errChristensen, Dennis, V; Dittmann, Regina; Linares-Barranco, Bernabe; Sebastian, Abu; Le Gallo, Manuel; Redaelli, Andrea; Slesazeck, Stefan; Mikolajick, Thomas; Spiga, Sabina; Menzel, Stephan; Valov, Ilia; Milano, Gianluca; Ricciardi, Carlo; Liang, Shi-Jun; Miao, Feng; Lanza, Mario; Quill, Tyler J.; Keene, Scott T.; Salleo, Alberto; Grollier, Julie; Markovic, Danijela; Mizrahi, Alice; Yao, Peng; Yang, J. Joshua; Indiveri, Giacomo; Strachan, John Paul; Datta, Suman; Vianello, Elisa; Valentian, Alexandre; Feldmann, Johannes; Li, Xuan; Pernice, Wolfram H. P.; Bhaskaran, Harish; Furber, Steve; Neftci, Emre; Scherr, Franz; Maass, Wolfgang; Ramaswamy, Srikanth; Tapson, Jonathan; Panda, Priyadarshini; Kim, Youngeun; Tanaka, Gouhei; Thorpe, Simon; Bartolozzi, Chiara; Cleland, Thomas A.; Posch, Christoph; Liu, Shihchii; Panuccio, Gabriella; Mahmud, Mufti; Mazumder, Arnab Neelim; Hosseini, Morteza; Mohsenin, Tinoosh; Donati, Elisa; Tolu, Silvia; Galeazzi, Roberto; Christensen, Martin Ejsing; Holm, Sune; Ielmini, Daniele; Pryds, N.
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errSave
Multi-reservoir echo state networks with sequence resampling for nonlinear time-series prediction
errNEUROCOMPUTING
IF6.5
err2022-01-01
err31
errOAAI
errLi, Ziqiang; Tanaka, Gouhei
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errSave
Computational Efficiency of Multi-Step Learning Echo State Networks for Nonlinear Time Series Prediction
errIEEE ACCESS
IF3.6
err2022-01-01
err12
errOAAI
errAkiyama, Takanori; Tanaka, Gouhei
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errSave
Transfer-RLS method and transfer-FORCE learning for simple and fast training of reservoir computing models
errNEURAL NETWORKS
IF6.3
err2021-11-01
err12
errOAAI
errTamura, Hiroto; Tanaka, Gouhei
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errSave
Spin waves propagating through a stripe magnetic domain structure and their applications to reservoir computing
errPHYSICAL REVIEW RESEARCH
IF4.2
err2021-09-13
err36
errOAAI
errNakane, Ryosho; Hirose, Akira; Tanaka, Gouhei
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errSave
A Numerical Exploration of Signal Detector Arrangement in a Spin-Wave Reservoir Computing Device
errIEEE ACCESS
IF3.6
err2021-01-01
err17
errOAAI
errIchimura, Takehiro; Nakane, Ryosho; Tanaka, Gouhei; Hirose, Akira
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errSave
Spatially Arranged Sparse Recurrent Neural Networks for Energy Efficient Associative Memory
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2020-01-01
err29
errOAAI
errTanaka, Gouhei; Nakane, Ryosho; Takeuchi, Tomoya; Yamane, Toshiyuki; Nakano, Daiju; Katayama, Yasunao; Hirose, Akira
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errSave
Recent advances in physical reservoir computing: A review
errNEURAL NETWORKS
IF6.3
err2019-07-01
err1.2K
errOAAI
errTanaka, Gouhei; Yamane, Toshiyuki; Heroux, Jean Benoit; Nakane, Ryosho; Kanazawa, Naoki; Takeda, Seiji; Numata, Hidetoshi; Nakano, Daiju; Hirose, Akira
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errSave
Hybrid pooling for enhancement of generalization ability in deep convolutional neural networks
errNEUROCOMPUTING
IF6.5
err2019-03-01
err38
PREAI
errTong, Zhiqiang; Tanaka, Gouhei
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errSave
Reservoir Computing With Spin Waves Excited in a Garnet Film
errIEEE ACCESS
IF3.6
err2018-01-01
err170
errOAAI
errNakane, Ryosho; Tanaka, Gouhei; Hirose, Akira
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errSave
Oscillation dynamics underlie functional switching of NF-κB for B-cell activation
errNPJ SYSTEMS BIOLOGY AND APPLICATIONS
IF3.5
err2016-10-20
err25
errOAAI
errInoue, Kentaro; Shinohara, Hisaaki; Behar, Marcelo; Yumoto, Noriko; Tanaka, Gouhei; Hoffmann, Alexander; Aihara, Kazuyuki; Okada-Hatakeyama, Mariko
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Research Directions

No research directions
Co-authors
Cooperation Journals
A
Alberto Salleo
H-index: 105 · Papers: 485
T
Thomas Mikolajick
H-index: 99 · Papers: 792
J
J. Joshua Yang
H-index: 91 · Papers: 472
D
Daniele Ielmini
H-index: 83 · Papers: 520
A
Alexander Hoffmann
H-index: 80 · Papers: 273
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