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RIEC Cooperative Research Project Symposium 2016, Tohoku University
"Information-Representation Optimization in High-dimensional Neural Networks" Project

held by RIEC Tohoku University with leaders Akira Hirose and Shigeo Sato, TF-CVNN members
in coopration with "Clifford Algebra and Its Applications" Working Group, SICE

Tohoku Univ., RIEC, Nation-wide Cooperative Research Projects
Leaders: Akira Hiorse (The University of Tokyo), Shigeo Sato (Tohoku University)
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



WCCI-IJCNN 2016 Vancouver Special Session on Complex-Valued Neural Networks
Special Session on Complex-Valued Neural Networks
in WCCI-IJCNN 2016 Vancouver


organized by Yasuaki Kuroe, Tohru Nitta, and Akira Hirose
(Tutorial will also be planned by Danilo P. Mandic and Igor Aizenberg.)
Call for Papers
Paper submission deadline is on January 15, 2016.
Submission Site
Please choose Main research topic*: "Ss. Complex-Valued Neural Networks"


Session MM-18 Recent Advances in CI: Best Regular Paper Competition
Date/Time Monday, 25 July 2016 / 2:30PM ? 4:30PM
Venue Room 208+209
Chair(s) Oscar Cordon

4:10PM N-16020
Complex-Valued B-Spline Neural Network and its Application to Iterative Frequency-Domain Decision Feedback Equalization for Hammerstein Communication Systems
Sheng Chen, XiaHong, EmadKhalaf, Fuad E. Alsaadi and Chris J. Harris


Session HM-4 IJCNN-17: Complex-Valued Neural Networks I
Date/Time Thursday, 28 July 2016 / 2:30PM ? 4:30PM
Venue Room 215
Chair(s) Yasuaki Kuroe

2:50PM N-16380
Proposal of Polarization State Prediction Using Quaternion Neural Networks for Fading Channel Prediction in Mobile Communications
Maoki Hikosaka, Tianben Ding and Akira Hirose

3:10PM N-16587
Feature Extraction for Classification Method using Principal Component based on Conformal Geometric Algebra
Minh Tuan Pham, PhucHao Do and Kanta Tachibana

3:30PM N-16601
How Complex-ValuedMultilayer Perceptron Can Predict the Behavior of Deterministic Chaos
Seiya Satoh and Ryohei Nakano

3:50PM N-16754
GPU Simulator of Multilayer Neural Network Based on Multi-Valued Neurons
Christian Hacker, Igor Aizenberg and JeffWilson

4:10PM N-17045
Retrieval Performance of Hopfield Associative Memory with Complex-Valued and Real-Valued Neurons
Toshifumi Minemoto1, Teijiro Isokawa, Nobuyuki Matsui1, Masaki Kobayashi and Haruhiko Nishimura


Session HP-4 IJCNN-17: Complex-Valued Neural Networks II
Date/Time Thursday, 28 July 2016 / 4:30PM ? 6:30PM
Venue Room 215
Chair(s) Akira Hirose

4:30PM N-16181
System Identification using FRA and a modified MLMVN with Arbitrary Complex-Valued Inputs
Igor Aizenberg, Antonio Luchetta2, Stefano Manetti and Maria Cristina Piccirilli

4:50PM N-16588
Multi-valued Autoencoders for Multi-valued Neural Networks
Ryusuke Hata and Kazuyuki Murase

5:10PM N-16640
Theoretical and Computational Aspects of Quaternionic Multivalued Hopfield Neural Networks
Marcos Eduardo Valle and Fidelis Zanetti de Castro

5:30PM N-16843
A Model of Hopfield-Type Octonion Neural Networks and Existing Conditions of Energy Functions
Yasuaki Kuroe and Hitoshi Iima

5:50PM N-16655
Complex-valued Online Classifier
Masaya Ishikawa and Kazuyuki Murase

6:10PM N-16410
On Improving the Efficiency of Complex-Valued ELM
B. Chandra and Rajesh K. Sharma



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