Kanno, Kazutaka
- Parallel photonic accelerator for decision making using optical spatiotemporal chaos
2022/10/12 by Kensei Morijiri, Morijiri, Kensei, Kento Takehana +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, Makoto Naruse, Kanno, Kazutaka +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
- 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