Atsushi Uchida
- Ultrafast photonic reinforcement learning based on laser chaos
2017/04/14 by Makoto Naruse, Naruse, Makoto, Yuta Terashima +5 · 4 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Reservoir Computing #Neural dynamics and brain function #Neurobiology and Insect Physiology Research #Optics (physics.optics)
- Scalable photonic reinforcement learning by time-division multiplexing of laser chaos
2018/03/26 by Makoto Naruse, Naruse, Makoto, Takatomo Mihana +11 · 3 citations
Computer Science · Neuroscience · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Chaos control and synchronization #Data Analysis #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Reservoir Computing #Neural dynamics and brain function #Optics (physics.optics) #Statistics and Probability (physics.data-an)
- Parallel photonic accelerator for decision making using optical spatiotemporal chaos
2022/10/12 by Kensei Morijiri, Kento Takehana, Morijiri, Kensei +9 · 3 citations
Computer Science · Engineering · Physics and Astronomy · #Neural Networks and Reservoir Computing #Optical Network Technologies #Advanced Fiber Laser Technologies
- Photonic neural field on a silicon chip: large-scale, high-speed neuro-inspired computing and sensing
2021/05/22 by Satoshi Sunada, Atsushi Uchida, Sunada, Satoshi +1 · 3 citations
Computer Science · Engineering · #Neural Networks and Reservoir Computing #Optical Network Technologies #Advanced Memory and Neural Computing
- Photonic reservoir computing based on nonlinear wave dynamics at a microscale
2019/07/29 by Satoshi Sunada, Atsushi Uchida, Sunada, Satoshi +1 · 2 citations
Computer Science · Engineering · #Neural Networks and Reservoir Computing #Photonic and Optical Devices #Optical Network Technologies
- Controlling chaotic itinerancy in laser dynamics for reinforcement learning
2022/05/12 by Ryugo Iwami, Iwami, Ryugo, Takatomo Mihana +9 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #Chaotic Dynamics (nlin.CD) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optical Network Technologies #Optics (physics.optics) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Adaptive model selection in photonic reservoir computing by reinforcement learning
2020/04/27 by Kazutaka Kanno, Kanno, Kazutaka, Makoto Naruse +3 · 1 citation
Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optical Network Technologies #Optics (physics.optics) #Photonic and Optical Devices
- Attention-Enhanced Reservoir Computing
2023/12/27 by Felix Köster, Köster, Felix, Kazutaka Kanno +5 · 2 citations
Computer Science · Neuroscience · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural dynamics and brain function
- Solving multi-armed bandit problems using a chaotic microresonator comb
2023/08/21 by Jonathan Cuevas, Ryugo Iwami, Cuevas, Jonathan +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Fiber Laser Technologies #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optics (physics.optics) #Receptor Mechanisms and Signaling
- Experimental control of mode-competition dynamics in a chaotic multimode semiconductor laser for decision making
2023/12/28 by Ryugo Iwami, Takatomo Mihana, Iwami, Ryugo +7 · 1 citation
Computer Science · Engineering · #Chaotic Dynamics (nlin.CD) #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optical Network Technologies #Optics (physics.optics) #Photonic and Optical Devices
- Approximate reservoir computing with a semiconductor laser for reducing energy consumption
2026/07/25 by Tatsuki Ito, Kazutaka Kanno, Satoshi Kawakami +1
#physics.optics #cs.LG #nlin.CD
- Photonic reservoir computing with complex networks
2026/07/25 by Sion Park, Kohei Watabe, Satoshi Sunada +2
#physics.optics #cs.LG #nlin.CD