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Jean Benoit Héroux
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2010 – 2019
- 2019
- [j2]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): 49-55 (2019) - [j1]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: 100-123 (2019) - [c9]Jean Benoit Héroux, Naoki Kanazawa, Piotr Antonik:
Time Series Processing with VCSEL-Based Reservoir Computer. ICANN (Workshop) 2019: 165-169 - [c8]Toshiyuki Yamane, Jean Benoit Héroux, Hidetoshi Numata, Gouhei Tanaka, Ryosho Nakane
, Akira Hirose:
Application Identification of Network Traffic by Reservoir Computing. ICONIP (5) 2019: 389-396 - 2018
- [c7]Jean Benoit Héroux, Naoki Kanazawa, Daiju Nakano:
Delayed Feedback Reservoir Computing with VCSEL. ICONIP (1) 2018: 594-602 - [c6]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: 616-624 - [c5]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: 635-643 - [c4]Jean Benoit Héroux, Hidetoshi Numata, Naoki Kanazawa, Daiju Nakano:
Optoelectronic Reservoir Computing with VCSEL. IJCNN 2018: 1-6 - [i1]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 abs/1808.04962 (2018) - 2017
- [c3]Jean Benoit Héroux, Hidetoshi Numata, Daiju Nakano:
Polymer Waveguide-Based Reservoir Computing. ICONIP (6) 2017: 840-848 - [c2]Hidetoshi Numata, Masao Tokunari, Jean Benoit Héroux:
60-Micrometer pitch polymer waveguide array attached active optical flex. OFC 2017: 1-3 - 2014
- [c1]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: 1-3
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