| 2025 | IJCNN | Structuring Multiple Simple Cycle Reservoirs with Particle Swarm Optimization. | Ziqiang Li, Robert Simon Fong, Kantaro Fujiwara, Kazuyuki Aihara, Gouhei Tanaka |
| 2025 | IJCNN | Federated Learning with Reservoir State Analysis for Time Series Anomaly Detection. | Keigo Nogami, Hiroto Tamura, Gouhei Tanaka |
| 2025 | IJCNN | Online classification of multivariate time series data through Gaussian Reservoir State Analysis (GRSA). | Hiroto Tamura, Kantaro Fujiwara, Kazuyuki Aihara, Gouhei Tanaka |
| 2024 | IJCNN | Designing Network Topologies of Multiple Reservoir Echo State Networks: A Genetic Algorithm Based Approach. | Ziqiang Li, Kantaro Fujiwara, Gouhei Tanaka |
| 2023 | ICANN | An Echo State Network-Based Method for Identity Recognition with Continuous Blood Pressure Data. | Ziqiang Li, Kantaro Fujiwara, Gouhei Tanaka |
| 2023 | ICONIP | Dynamical Graph Echo State Networks with Snapshot Merging for Spreading Process Classification. | Ziqiang Li, Kantaro Fujiwara, Gouhei Tanaka |
| 2023 | IJCNN | Time-domain Fading Channel Prediction Based on Spin-wave Reservoir Computing. | Jiaxuan Chen, Haotian Chen, Ryosho Nakane, Gouhei Tanaka, Akira Hirose |
| 2022 | IJCNN | Proposal of Film-penetrating Transducers for a Spin-wave Reservoir Computing Chip. | Jiaxuan Chen, Ryosho Nakane, Gouhei Tanaka, Akira Hirose |
| 2022 | IJCNN | Proposal of Reconstructive Reservoir Computing to Detect Anomaly in Time-series Signals. | Junya Kato, Gouhei Tanaka, Ryosho Nakane, Akira Hirose |
| 2021 | ICONIP | A Multi-Reservoir Echo State Network with Multiple-Size Input Time Slices for Nonlinear Time-Series Prediction. | Ziqiang Li, Gouhei Tanaka |
| 2021 | IJCNN | partial-FORCE: A fast and robust online training method for recurrent neural networks. | Hiroto Tamura, Gouhei Tanaka |
| 2020 | ICANN | Two-Step FORCE Learning Algorithm for Fast Convergence in Reservoir Computing. | Hiroto Tamura, Gouhei Tanaka |
| 2020 | IJCNN | Spatial distribution of information effective for logic function learning in spin-wave reservoir computing chip utilizing spatiotemporal physical dynamics. | Takehiro Ichimura, Ryosho Nakane, Gouhei Tanaka, Akira Hirose |
| 2020 | IJCNN | HP-ESN: Echo State Networks Combined with Hodrick-Prescott Filter for Nonlinear Time-Series Prediction. | Ziqiang Li, Gouhei Tanaka |
| 2020 | IJCNN | Deep Echo State Networks with Multi-Span Features for Nonlinear Time Series Prediction. | Ziqiang Li, Gouhei Tanaka |
| 2019 | ICANN | Echo State Network with Adversarial Training. | Takanori Akiyama, Gouhei Tanaka |
| 2019 | ICONIP | Application Identification of Network Traffic by Reservoir Computing. | Toshiyuki Yamane, Jean Benoit Hroux, Hidetoshi Numata, Gouhei Tanaka, Ryosho Nakane, Akira Hirose |
| 2019 | IJCNN | Analysis on Characteristics of Multi-Step Learning Echo State Networks for Nonlinear Time Series Prediction. | Takanori Akiyama, Gouhei Tanaka |
| 2019 | IJCNN | In a Spin-Wave Reservoir for Machine Learning. | Ryosho Nakane, Gouhei Tanaka, Akira Hirose |
| 2018 | ICONIP | Proposal of Carrier-Wave Reservoir Computing. | Akira Hirose, Gouhei Tanaka, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, Jean Benoit Hroux, Daiju Nakano, Ryosho Nakane |
| 2018 | ICONIP | Prediction of Molecular Packing Motifs in Organic Crystals by Neural Graph Fingerprints. | Daiki Ito, Raku Shirasawa, Shinnosuke Hattori, Shigetaka Tomiya, Gouhei Tanaka |
| 2018 | ICONIP | Dimensionality Reduction by Reservoir Computing and Its Application to IoT Edge Computing. | Toshiyuki Yamane, Hidetoshi Numata, Jean Benoit Hroux, Naoki Kanazawa, Seiji Takeda, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Daiju Nakano |
| 2018 | ICPR | Reservoir Computing with Untrained Convolutional Neural Networks for Image Recognition. | Zhiqiang Tong, Gouhei Tanaka |
| 2017 | ICONIP | Complex-Valued Neural Networks for Wave-Based Realization of Reservoir Computing. | Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Daiju Nakano, Shigeru Nakagawa, Ryosho Nakane, Gouhei Tanaka |
| 2017 | ICONIP | Waveform Classification by Memristive Reservoir Computing. | Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Shigeru Nakagawa, Akira Hirose |
| 2017 | ICONIP | Simulation Study of Physical Reservoir Computing by Nonlinear Deterministic Time Series Analysis. | Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa |
| 2016 | ICONIP | Computational Performance of Echo State Networks with Dynamic Synapses. | Ryota Mori, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Kazuyuki Aihara |
| 2016 | ICONIP | Photonic Reservoir Computing Based on Laser Dynamics with External Feedback. | Seiji Takeda, Daiju Nakano, Toshiyuki Yamane, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Shigeru Nakagawa |
| 2016 | ICONIP | Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture. | Gouhei Tanaka, Ryosho Nakane, Toshiyuki Yamane, Daiju Nakano, Seiji Takeda, Shigeru Nakagawa, Akira Hirose |
| 2016 | ICONIP | A Hybrid Pooling Method for Convolutional Neural Networks. | Zhiqiang Tong, Kazuyuki Aihara, Gouhei Tanaka |
| 2016 | ICONIP | Dynamics of Reservoir Computing at the Edge of Stability. | Toshiyuki Yamane, Seiji Takeda, Daiju Nakano, Gouhei Tanaka, Ryosho Nakane, Shigeru Nakagawa, Akira Hirose |
| 2015 | ICONIP | Wave-Based Reservoir Computing by Synchronization of Coupled Oscillators. | Toshiyuki Yamane, Yasunao Katayama, Ryosho Nakane, Gouhei Tanaka, Daiju Nakano |
| 2015 | IJCNN | Regularity and randomness in modular network structures for neural associative memories. | Gouhei Tanaka, Toshiyuki Yamane, Daiju Nakano, Ryosho Nakane, Yasunao Katayama |
| 2014 | ICONIP | Hopfield-Type Associative Memory with Sparse Modular Networks. | Gouhei Tanaka, Toshiyuki Yamane, Daiju Nakano, Ryosho Nakane, Yasunao Katayama |
| 2009 | ICONIP | Backpropagation Learning Algorithm for Multilayer Phasor Neural Networks. | Gouhei Tanaka, Kazuyuki Aihara |
| 2008 | IJCNN | Complex-valued multistate associative memory with nonlinear multilevel functions for gray-level image reconstruction. | Gouhei Tanaka, Kazuyuki Aihara |