Jean Benoit Héroux

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 11

Top Topics

Dimensionality Reduction

Recurrent Neural Networks

Reservoir Computing

Top Venues

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

Publications

Jean Benoit Héroux, Naoki Kanazawa, Piotr Antonik
Time Series Processing with VCSEL-Based Reservoir Computer. ICANN (Workshop) (2019)
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, Naoki Kanazawa, Daiju Nakano
Delayed Feedback Reservoir Computing with VCSEL. 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)
Hidetoshi Numata, Masao Tokunari, Jean Benoit Héroux
60-Micrometer pitch polymer waveguide array attached active optical flex. OFC (2017)
Jean Benoit Héroux, Tomofumi Kise, Masaki Funabashi, Toyohiro Aoki, Clint Schow, Alexander V. Rylyakov, Shigeru Nakagawa
Low power CMOS-driven 1060 nm multimode optical link. OFC (2014)