"Information-Representation Optimization in High-dimensional Neural Networks" Project
Tohoku Univ., RIEC, Nation-wide Cooperative Research Project (Leaders: A.Hirose, S.Sato)
September 12-13, 2016, RIEC, Tohoku University

September 12 (Mon), 2016
13:00 - 13:20 Akira Hirose, Naoto Usami, Arnab Muhuri, Avik Bhattacharya, "Quaternion neural-network PolSAR preocessing for mountain snow mapping"
13:20 - 14:20 Isao Yamada, "Information representation for inverse problems and two topics in relation to convex optimization" (Invited)
14:20 - 14:35 (coffee break)
14:35 - 15:05 Toshiyuki Yamane, "Dynamics of reservoir computing at the edge of stability" (Invited)
15:05 - 15:25  Masaki Kobayashi, "Complex-valued Hopfield neural networks having symmetric connections"
15:25 - 15:45 Toshifumi Kishimoto, Teijiro Isokawa, Nobuyuki Matsui, "Quaternion ELM"
15:45 - 16:05 Tomoharu Joguchi, Nobuyuki Matsui, Teijiro Isokawa, "Chaotic time-sequence prediction by quantum-bit neural networks"
16:05 - 16:20 (coffee break)
16:20 - 16:50 Yahoko Nakagawa, "Introduction to Hitachi CMOS Ising Computing Research" (Invited)
16:50 - 17:10 Tohru Nitta, "Solving two-spiral problems by complex-valued neural networks"
17:10 - 17:30 Yasuaki Kuroe, "Higher-dimensionalization of reinforcement learning and its applications"
17:30 - 17:50 Eckhard Hitzer, Robert B. Easter, "Double conformal geometric algebra surface representation"

September 13 (Tue), 2016
09:00 - 11:30 Free discussion: High-dimensional neural networks -- Applications and the Project Future Plan