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RIEC Cooperative Research Project Symposium 2018, Tohoku University

"High-dimensional Neurodynamics and its Development Toward Neuro-hardware realization" 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)
November 9-10, 2018, RIEC, Tohoku University

November 9 (Fri), 2017
13:30 - 13:55@Akira Hirose, Ryosho Nakane, Gouhei Tanaka, "Reservoir Computing: The Use of Spin Waves Excited in a Garnet Film g
13:55 - 14:20@Soshi Shimomura, Akira Hirose, gGround penetrating radar system based on time-domain phase adaptive processing and complex-valued self-organizing map"
14:20 - 14:50@Tetsuro Itami, Nobuyuki Matsui, gBrownian motion in molecular robotsg (Invited)
14:50 ? 15:10@ (coffee break)
15:10 - 15:35@Isao Yamada, Masao Yamaghisi, gHierarchical convex relaxation for Cortes-Vapnik problem and its solutions in support vector machine"
15:35 - 16:00@Hiroki Kuroda, Masao Yamagishi, Isao Yamada, "Exploiting Sparsity in tight representations for identification of hybrid systems"
16:00 - 16:25 Yasuaki Kuroe, gSensitivity analysis method in a class of cyber-physical systems and its application for optimization"
16:25 - 16:50 Tohru Nitta, Masaki Kobayashi, Danilo P. Mandic, gOn the equivalence between hypercomplex widely linear estimation and its real vector counterpart"

November 10 (Sat), 2017
9:30 ? 9:55 Eckhard Hitzer, gGeometric transformations of conics in geometric algebrah
9:55-11:20 Free discussion: High-dimensional neural networks -- Project Future Plan



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


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