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WCCI-IJCNN 2018 Rio de Janeiror Special Session on Complex-Valued Neural Networks
Special Session on Complex-Valued and Quaternion Neural Networks
in WCCI-IJCNN 2018 Rio de Janeiro


organized by Marcos Eduardo Valle, Igor Aizenberg, Akira Hirose, and Danilo Mandic
Call for Papers
Paper submission deadline is on January 15, 2018.
Submission Site
Please choose Main research topic*: "SS3. Complex-Valued and Quaternion Neural Networks"


Session SS3: Special Session on Complex-Valued and Quaternionic Neural Networks +
Tuesday, July 10, 8:00AM-10:00AM, Room: Oceania 10, Chair: Marcos Eduardo Valle, Igor Aizenberg, Akira Hirose, and Danilo Mandic

8:00AM
Quaternionic Recurrent Correlation Neural Networks [#18236]
Marcos Eduardo Valle
Universidade Estadual de Campinas, Brazil

8:20AM
Image Recognition using MLMVN and Frequency Domain Features [#18261]
Igor Aizenberg and Alexander Gonzalez
Manhattan College, United States

8:40AM
Performance of entire-spectrum-processing complex-valued neural-network filter to generatedigital elevation model in interferometric radar [#18156]
Kohei Oyama and Akira Hirose
The University of Tokyo, Japan

9:00AM
Deep Quaternion Networks [#18246]
Chase Gaudet and Anthony Maida
University of Louisiana at Lafayette, United States

9:20AM
iBQPSO: an Improved BQPSO Algorithm for Feature Selection [#18681]
Qing Wu, Yuanfeng Shen, Zheping Ma, Jin Fan and Ruiquan Ge
Hangzhou Dianzi University, China

9:40AM
A comparison between ANN and SVM classifiers for Parkinson's disease by using a model-free
computer-assisted handwriting analysis based on biometric signals [#18943]
Claudio Loconsole, Giacomo Donato Cascarano, Antonio Lattarulo, Antonio Brunetti, Gianpaolo Francesco Trotta, Domenico Buongiorno, Ilaria Bortone, Irio De Feudis, Giacomo Losavio,
Vitoantonio Bevilacqua and Eugenio Di Sciascio
Department of Electrical and Information Engineering (DEI), Polytechnic University of Bari, Italy; Department of Mechanics, Mathematics and Management (DMMM), Polytechnic
University of Bari, Italy; Institute of Clinical Physiology (IFC),National Council of Research
(CNR), Italy; Medica Sud s.r.l., Italy


Related presentations in other sessions


Session 1n-1: Other topics in artificial neural networks
Tuesday, July 10, 2:10PM-4:10PM, Room: Oceania 7, Chair: Valery Covachev and Kakemoto Yoshitsugu

2:10PM
Existence of Periodic Solutions for the Discrete-Time Counterpart of a Complex-Valued Hopfield Neural Network with Time-Varying Delays and Impulses [#18086]
Valery Covachev and Zlatinka Covacheva
Institute of Mathematics and Informatics, Bulgarian Academy of Sciences, Bulgaria; Middle East
College, Muscat, Oman


Session 1a-1: Feedforward neural networks
Monday, July 9, 2:10PM-4:10PM, Room: Oceania 10, Chair: David Diaz-Vico and Nitish Patel

3:30PM
Deep Hybrid Real-Complex-Valued Convolutional Neural Networks for Image Classification
[#18170]
Calin-Adrian Popa
Polytechnic University Timisoara, Romania

3:50PM
Complex-Valued Deep Boltzmann Machines [#18761]
Calin-Adrian Popa
Polytechnic University Timisoara, Romania




RIEC Cooperative Research Project Symposium 2017, 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)
December 11-12, 2017, RIEC, Tohoku University

December 11 (Mon), 2017
13:15 - 13:40@Hyunsoo Kim, Akira Hirose, "Polarimetric synthetic-aperture-radar land classification based on quaternion auto-encoder and quaternion self-organizing map"
13:40 - 14:05@Shigeo Sato, Yoshihiro Osakabe, "Quantum information processing and high-dimensional neural networks"
14:05 - 14:30@Eckhard Hitzer, Robert B. Easter, "Developing Conformal Geometric Algebra for the Representation of Algebraic Curves and Surfaces"
14:30 - 14:55@Masaki Kobayashi, "Singular points in complex-valued neural networks"
14:55 - 15:10@(coffee break)
15:10 - 15:35@Takehiko Mizoguchi, Isao Yamada, "A real domain computation for hypercomplex singular value decompositions and its application to tensor recovery"
15:35 - 16:00@Hiroki Kuroda, Masao Yamagishi, Isao Yamada, Teijiro Isokawa, Nobuyuki Matsui, "Exploiting Sparsity for Recovery of Finite-Dimensional Piecewise Continuous Signals"
16:00 - 16:25 Tohru Nitta, Yasuaki Kuroe, "Learning characteristics in hierachical hyperbolic neural networks"
16:25 - 16:50 Yasuaki Kuroe, "Recurrent spiking neural networks: Learning methods and their applications"

December 12 (Tue), 2017
09:30 - 12:00 Free discussion: High-dimensional neural networks -- Project Future Plan


IEEE.tv live streaming & Archive with Distinguished Lecturer Program (sponsored by IEEE GRSS)
IEEE GRSS Taipei invited Akira Hirose to hold a talk on Advanced Neural Information Processing in Interferometric Synthtic Aperture Radar (InSAR) and Polarimetric SAR (PolSAR)


  • 14 & 15 June 2017, Taipei

    Talk 1
    Date & Time: June 14 (Wed), 2017, 13:00-14:40
    Place: B2 International Hall, Hung-Yu Building, national Taipei University of Technology (NTUT = Taipei Tech), Taiwan
    Host: Prof. Scott Yang-Lang Chang (Taipei Tech, IEEE GRSS Taipei Chapter Chair), Dr. Bryan C. Y. Chu (Taipei Tech)
    Title: hAdvanced Neural Adaptive Processing in Interferometric and Polarimetric Radar Imagingh

    Talk 2
    Date & Time: June 15 (Thu), 2017, 10:00-11:00
    Place: R304 Delta Hall, Dept. of Electrical Engineering, National Tsing Hua University (NTHU), Taiwan
    Host: Prof. Chong-Yung Chi, Prof. Yao-Win Peter Hong, Assoc. Prof. Che Lin (NTHU)
    Title: hAdvanced Neural Adaptive Processing in Interferometric and Polarimetric Radar Imagingh

    Talk 3
    Date & Time: June 15 (Thu), 2017, 14:30-15:30
    Place: R701 Yanping Technology Building, National Taiwan Ocean University (NTOU), Taiwan
    Host: Prof. Tiong Kwong-Kau, Prof. Lena Chang (NTOU, IEEE Taipei Chapter Deputy Chair)
    Title: hAdvanced Neural Adaptive Processing in Interferometric and Polarimetric Radar Imagingh

    (1h talk starts at 45min in the video stream below)




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