Hidetoshi Numata

Publication Activity (10 Years)

Years Active: 2011-2019
Publications (10 Years): 10

Top Topics

Dimensionality Reduction

Recurrent Neural Networks

Reservoir Computing

Top Venues

Aust. J. Intell. Inf. Process. Syst.

Publications

Akira Hirose, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, Jean Benoit Héroux, Daiju Nakano, Ryosho Nakane, Gouhei Tanaka
Physical reservoir computing: Possibility to resolve the inconsistency between neuro-AI principles and its hardware. Aust. J. Intell. Inf. Process. Syst. 16 (4) (2019)
Toshiyuki Yamane, Jean Benoit Héroux, Hidetoshi Numata, Gouhei Tanaka, Ryosho Nakane, Akira Hirose
Application Identification of Network Traffic by Reservoir Computing. ICONIP (5) (2019)
Gouhei Tanaka, Toshiyuki Yamane, Jean Benoit Héroux, Ryosho Nakane, Naoki Kanazawa, Seiji Takeda, Hidetoshi Numata, Daiju Nakano, Akira Hirose
Recent advances in physical reservoir computing: A review. Neural Networks 115 (2019)
Akira Hirose, Gouhei Tanaka, Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, Jean Benoit Héroux, Daiju Nakano, Ryosho Nakane
Proposal of Carrier-Wave Reservoir Computing. ICONIP (1) (2018)
Gouhei Tanaka, Toshiyuki Yamane, Jean Benoit Héroux, Ryosho Nakane, Naoki Kanazawa, Seiji Takeda, Hidetoshi Numata, Daiju Nakano, Akira Hirose
Recent Advances in Physical Reservoir Computing: A Review. CoRR (2018)
Toshiyuki Yamane, Hidetoshi Numata, Jean Benoit Héroux, Naoki Kanazawa, Seiji Takeda, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Daiju Nakano
Dimensionality Reduction by Reservoir Computing and Its Application to IoT Edge Computing. ICONIP (1) (2018)
Jean Benoit Héroux, Hidetoshi Numata, Naoki Kanazawa, Daiju Nakano
Optoelectronic Reservoir Computing with VCSEL. IJCNN (2018)
Jean Benoit Héroux, Hidetoshi Numata, Daiju Nakano
Polymer Waveguide-Based Reservoir Computing. ICONIP (6) (2017)
Tymon Barwicz, Ted W. Lichoulas, Yoichi Taira, Yves Martin, Shotaro Takenobu, Alexander Janta-Polczynski, Hidetoshi Numata, Eddie L. Kimbrell, Jae-Woong Nah, Bo Peng, Robert Leidy, Marwan Khater, Swetha Kamlapurkar, Sebastian Engelmann, Paul Fortier, Nicolas Boyer
High-throughput photonic packaging. OFC (2017)
Hidetoshi Numata, Masao Tokunari, Jean Benoit Héroux
60-Micrometer pitch polymer waveguide array attached active optical flex. OFC (2017)
Tymon Barwicz, Yoichi Taira, Shotaro Takenobu, Nicolas Boyer, Alexander Janta-Polczynski, Yan Thibodeau, Swetha Kamlapurkar, Sebastian Engelmann, Hidetoshi Numata, Robert L. Bruce, Simon Laflamme, Paul Fortier, Yurii A. Vlasov
Optical demonstration of a compliant polymer interface between standard fibers and nanophotonic waveguides. OFC (2015)
Tymon Barwicz, Yoichi Taira, Ted W. Lichoulas, Nicolas Boyer, Hidetoshi Numata, Yves Martin, Jae-Woong Nah, Shotaro Takenobu, Alexander Janta-Polczynski, Eddie L. Kimbrell, Robert Leidy, Marwan Khater, Swetha Kamlapurkar, Sebastian Engelmann, Yurii A. Vlasov, Paul Fortier
Photonic packaging in high-throughput microelectronic assembly lines for cost-efficiency and scalability. OFC (2015)
Takashi Imamichi, Hidetoshi Numata, Hideyuki Mizuta, Tsuyoshi Idé
Nonlinear optimization to generate non-overlapping random dot patterns. WSC (2011)