Naruse, Makoto
- Ultrafast photonic reinforcement learning based on laser chaos
2017/04/14 by Makoto Naruse, Naruse, Makoto, Yuta Terashima +5 · 3 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 · 2 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 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #Neural Networks and Reservoir Computing #Optical Network Technologies #Advanced Fiber Laser Technologies
- 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
- Entangled N-photon states for fair and optimal social decision making
2020/07/17 by Nicolas Chauvet, Chauvet, Nicolas, Guillaume Bachelier +9 · 1 citation
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Optics (physics.optics) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
- Arm order recognition in multi-armed bandit problem with laser chaos time series
2020/05/26 by Narisawa, Naoki, Chauvet, Nicolas, Hasegawa, Mikio +1 · 1 citation
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Conflict-free collective stochastic decision making by orbital angular momentum of photons through quantum interference
2021/07/02 by Takashi Amakasu, Nicolas Chauvet, Amakasu, Takashi +9 · 1 citation
Computer Science · Engineering · Physics and Astronomy · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optical Wireless Communication Technologies #Optics (physics.optics) #Orbital Angular Momentum in Optics #Quantum Physics (quant-ph)
- Controlling chaotic itinerancy in laser dynamics for reinforcement learning
2022/05/12 by Iwami, Ryugo, Mihana, Takatomo, Kanno, Kazutaka +3 · 1 citation
#Chaotic Dynamics (nlin.CD) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Optics (physics.optics) #Systems and Control (eess.SY) #electronic engineering #information engineering