[Jounal]Artificial Intelligence Vol. 33 No.4 (Jul. 2018)


Greeting from the New President Commentary
AI Is Deep Going ……………………………………………………………………………………………………………… Naohiko Uramoto 389
Message from the Editor-in-Chief …………………………………………………………………………………………………… Ryutaro Ichise 390

Special Issue:“Physics and AI”
Editors’ Introduction to“Physics and AI” ………………………………………… Ryota Kobayahsi, Hiroshi Okamoto and Hiroshi Yamakawa 391
Physics Can Redeem the Weak Points of AI ……………………………………………………………………………………… Hideki Takayasu 392
Can Quantum Computer Accelerate Artificial Intelligence?
 ─ Optimization of Neural Networks by Quantum Fluctuation ─ ……………………………………………………………Masayuki Ohzeki 397
Learning Mechanism of Neural Networks from the Perspective of Nonlinear Dynamics ……………………… Hiroyuki Ito and Toshio Aoyagi 403
Quantum Reservoir Computing
 ─ Harnessing Quantum Many-Body Dynamics for Machine Learning ─ ……………………………………………………… Keisuke Fujii 412
What Does Deep Learning of Statistical System Learn? ………………………………… Ken-Ichi Aoki, Tatsuhiro Fujita and Tamao Kobayashi 420
Application of Neural Network to Condensed Matter Physics ……………………………………………………………………… Tomi Ohtsuki 429
Big Data Cosmology with Subaru HSC Survey
…………………………………………… Naoki Yoshida, Ichiro Takahashi, Hideyuki Kawashima, Masahiro Tanaka and Osamu Tatebe 435
Interpretation of Physics Problems in University Entrance Examination ……………………………………………………………Hikaru Yokono 443

Special Issue:“Consciousness and Meta-processes”
Editors’ Introduction to“Consciousness and Meta-processes” ………………………………………………Reiji Suzuki and Youichiro Miyake 449
Consciousness, Ethics, and Legal System for AI and Robots Who Feel Pain ……………………………………………………… Minoru Asada 450
Artificial Consciousness from the Perspective of Integrated Information Theory …………………………………………… Masafumi Oizumi 460
Biology of Consciousness from the Viewpoint of Metacognition ………………………………So Fujimoto, Mao Noguchi and Yutaka Komura 468
Self-Consciousness in the Sense of Self-Reflection ……………………………………………………………………………… Makiko Yamada 472
The Emergence of Mental Representation by the Evolution of Second-order Learning …………… Takaya Arita, Solvi Arnold and Reiji Suzuki 476
Why Do We Feel a Relation between“ Concepts of Meta” and“ Explanation to the Consciousness”?
 ─ Redefinition of“ Nothing” within Philosophical Zombie─ ……………………………………………………………… Asaki Nishikawa 484
Consciousness in AI, Philosophy, and Physiology …………………………………………………………………………… Youichiro Miyake 495
The History of Scientific Inquiry into the Causes of Behavior ……………………………………………………………………… Hiroyuki Ohta 499
Mind and Memory
 ─ Bergsonian Model of Intellectual Creativity ─ ……………………………………………………………………………… Yasushi Hirai 508

Series:“First-Person’s View”(6)
Empathize with a Philosophy of Architectural Design(2) …………………………… Haruyuki Fujii, Yoshiharu Tsukamoto and Masaki Suwa 515

My Bookmark
Intelligent Tutoring Systems ………………………………………………………………………………………………………… Yugo Hayashi 527

Global Eye(41)
How Can I Get Many Excellent Research Results in a Short Working Time? …………………………………………………… Akisato Kimura 531

Book Review
Masahiro Araki: Introduction to Machine Learning with Free Software
 ─ Practice of Theory and Algorithm by Python/Weka ─, pp. 312, Morikita Pub. Co., Ltd.(2018) …………………………Ken-ichi Fukui 534

Article
Cover Comment: Social AI Chatbot“Rinna” ………………………………………………………………Kazuna Tsuboi and Youichiro Miyake 535
Experiential Entertainment Predicts the Future(3)
 —Message from 2069— ……………………………………………………………………………………………………… Yusuke Takeuchi 538

Opinion Box(4)
A Comment about Electronic Book Version ………………………………………………………………………………………………………… 541