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Technical Committee on Neurocomputing (NC)
Chair: Kazuyuki Samejima (Tamagawa Univ) Vice Chair: Rieko Osu (Waseda Univ.)
Secretary: Naotoshi Abekawa (NTT), Eiji Uchibe (ATR)
Assistant: Ken Takiyama (TUAT), Nobuhiko Wagatsuma (Toho Univ.)

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Technical Committee on ME and Bio Cybernetics (MBE)
Chair: Takashi Watanabe (Tohoku Univ.) Vice Chair: Ryuhei Okuno (Setsunan Univ.)
Secretary: Kazuhiro Nakamura (Akita-noken)
Assistant: Akihiro Karashima (Tohoku Inst. of Tech.), Jun Akazawa (Meiji Univ. of Integrative Medicine)

DATE:
Wed, Mar 3, 2021 09:00 - 16:50
Thu, Mar 4, 2021 09:00 - 17:15
Fri, Mar 5, 2021 09:30 - 15:20

PLACE:
Online

TOPICS:
Neuro Computing, Medical Engineering, etc.

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Wed, Mar 3 AM (09:00 - 11:35)
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(1)/NC 09:00 - 09:25
Control Costs for Brain State Transitions in Stochastic Neural Systems
Shunsuke Kamiya (The Univ. of Tokyo), Genji Kawakita (Swarthmore Coll.), Shuntaro Sasai (Araya Inc.), Jun Kitazono, Masafumi Oizumi (The Univ. of Tokyo)

(2)/NC 09:25 - 09:50
Network cores of the human functional connectome
Tomoya Taguchi, Jun Kitazono (Univ. of Tokyo), Shuntaro Sasai (Araya Inc.), Masafumi Oizumi (Univ. of Tokyo)

(3)/NC 09:50 - 10:15
Neuronal correlation between the responses to surface and shape in monkey V4
Itsuki Machida, Atsushi Kodama, Ko Sakai (Univ. of Tsukuba)

----- Break ( 15 min. ) -----

(4)/NC 10:30 - 10:55
Evaluation of the relationship between ability to acquire predictive optokinetic response and capacity of the velocity storage mechanism in different animal species.
Toshimi Yamanaka (Chubu Uni), Rosendo G. Hernandeza, Pablo M. Blazquez (WUSM), Yutaka Hirata (Chubu Uni)

(5)/NC 10:55 - 11:20
Influence of vestibular neurectomy on the velocity storage mechanism predicted by the neural network model of the optokinetic response faithfully reflecting the cerebellum-brainstem connectome.
Yusuke Shinji, Yutaka Hirata (Chubu Univ.)

(6)/NC 11:20 - 11:35
Direction-selective motion detection simulation of the optic lobe using Drosophila connectome
Munehiro Hayashi, Takayuki Okuda, Hayato Tsunoda (UTokyo), Tomoki Kazawa, Ryohei Kanzaki (RCAST)

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Wed, Mar 3 PM (13:00 - 15:20)
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(7)/NC 13:00 - 13:25
Hybrid Sparsity in Convolutional Neural Networks
Shoma Noguchi, Yukari Yamauchi (Nihon Univ.)

(8)/NC 13:25 - 13:50
Visualization of CNNs using Preferred Stimulus in Receptive Fields
Genta Kobayashi, Hayaru Shouno (UEC)

(9)/NC 13:50 - 14:15
Analysis of deep convolutional neural network texture representation using Portilla-Simoncelli statistics
Yusuke Hamano, Hayaru Shouno (UEC)

----- Break ( 15 min. ) -----

(10)/NC 14:30 - 14:55
Emotion Estimation from EEG data by Multi-Dimensional CNN
Mizuki Noda, Masayuki Kikuchi (TUT)

(11)/NC 14:55 - 15:20
Identification of information propagation pathways in the brain that contribute to the realization of mindfulness state by the maximum-flow problem
Haruka Nakamura, Yoshimasa Tawatsuji, Tatsunori Matsui (Waseda Univ.), Makoto Nakamura, Koichi Kimura, Hisanori Fujisawa (FUJITSU LABORATORIES LTD.)

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Wed, Mar 3 PM (15:35 - 16:50)
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(12)/NC 15:35 - 16:00
A Study on Feature Extraction of signal arrival order using unsupervised learning of the pulsed neuron model
Kaya Teramoto, Susumu Kuroyanagi (NIT)

(13)/NC 16:00 - 16:25
What is the true objective of multi-task manifold modeling?
-- Comparison of maximum likelihood and optimal transport approaches --
Ryo Tsuno, Hideaki Ishibashi, Tetsuo Furukawa (KIT)

(14)/NC 16:25 - 16:50
Realization of Global Search and Local Search in Particle Multi-Swarm Optimization
Hiroshi Sho (Kyutech)

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Thu, Mar 4 AM (09:00 - 14:00)
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(15)/NC 09:00 - 09:25
Proposal of higher-order tensor independent component analysis for MIMO remote sensing systems
Seishiro Goto, Ryo Natsuaki, Akira Hirose (The Univ. of Tokyo)

(16)/NC 09:25 - 09:50
An Estimated Intersections Reduction Method for Percussion Source Separation Based on the U-Net
Daisuke Tanaka, Susumu Kuroyanagi (NIT)

(17)/NC 09:50 - 10:15
Evaluation of effect of source noise on magnetoencephalography source estimation using a structured sparse model
Kai Miyazaki, Shun Nirasawa, Kazuaki Akamatsu, Yoichi Miyawaki (UEC)

(18) 10:55 - 11:55


----- Lunch Break ( 60 min. ) -----

(19) 13:00 - 14:00


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Thu, Mar 4 PM (14:10 - 15:50)
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(20)/NC 14:10 - 14:35
What characteristics are acquired in coding self-motion from visual motion?
-- Reconstruction of statistical relationship by neural network and its internal representation --
Daiki Nakamura, Hiroaki Gomi (NTT)

(21)/NC 14:35 - 15:00
An analysis of conductors'body and baton movement: exploring the communication mechanism of music conducting.
Nozomi Yamakawa, Yutaka Sakaguchi (UEC)

(22)/NC 15:00 - 15:25
"Piling up bones":An experimental study on functional standing
Tajima Hiroyuki, Sakaguchi Yutaka (UEC)

(23)/NC 15:25 - 15:50
Movement features affecting judgement of proficiency of classic ballet dancing
-- An analysis of flapping movement of white swan --
Atsushi Hosoi, Kojiro Ojima (UEC), Yui Kawano (JISS), Mayumi Kuno-Mizumura (Ochanomizu Univ.), Yutaka Sakaguchi (UEC)

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Thu, Mar 4 PM (16:00 - 17:15)
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(24)/NC 16:00 - 16:25
A reflex control model of hexapods using joint elasticity
Masayuki Nagahori (Yamaguchi Univ.), Dai Owaki (Tohoku Univ.), Jun Nishii (Yamaguchi Univ.)

(25)/NC 16:25 - 16:50
Hierarchical Feature Extraction for Dynamic Q-Network
Taishi Komatsu, Yukari Yamauchi (Nihon Univ.)

(26)/NC 16:50 - 17:15
A3C with Deterministic Policy Gradient
Yu Takahagi, Yukari Yamauchi (Nihon Univ.)

----------------------------------------
Fri, Mar 5 AM (09:30 - 11:55)
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(27)/NC 09:30 - 09:55
Quaternion neural networks for channel prediction including polarization states
Haotian Chen, Ryo Natsuaki, Akira Hirose (Tokyo Univ.)

(28)/NC 09:55 - 10:20
Aspect classification by using complex-valued reservoir computing
Bungo Konishi, Akira Hirose, Ryo Natsuaki (UT)

(29)/NC 10:20 - 10:45
On an online learning rule for reservoir neural network hardware
Kaito Kudo, Keisuke Fukuda, Yoshihiko Horio (Tohoku Univ.)

----- Break ( 10 min. ) -----

(30)/NC 10:55 - 11:20
Proposal of Self-Organizing Incremental Neural Network based on Sparsity
Yuta Morikawa, Yukari Yamauchi (Nihon Univ)

(31)/NC 11:20 - 11:45
Memory Capacity of Sparse-Coding Hopfield model Implemented on Coherent Ising Machine
Ryuta Sasaki, Toru Aonishi (TokyoTech), Kazushi Mimura (Hiroshima City Univ.), Masato Okada (Univ. Tokyo), Yoshihisa Yamamoto (NTT/Stanford Univ.)

(32) 11:45 - 11:55


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Fri, Mar 5 PM (13:00 - 15:20)
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(33)/NC 13:00 - 13:25
The Relation between Sensitivity and Maximum Lyapunov Exponent when Sensitivity Adjustment Learning is Applied to Layered Recurrent Neural Networks
Takuya Ejima, Yuuki Tokumaru, Kastunari Shibata (Oita Univ.)

(34)/NC 13:25 - 13:50
Applying Ensemble Learning in Relay BP
Keisuke Toyama, Yukari Yamauchi (Nihon Univ.)

(35)/NC 13:50 - 14:15
DCSOM with Ensemble Learning Classifier
Akito Takahashi, Yukari Yamauchi (Nihon Univ)

----- Break ( 15 min. ) -----

(36)/NC 14:30 - 14:55
Adaptive Optimization Method in Artificial Neural Network that Independ on Learning Rate
Tetsuya Sato, Yukari Yamauti (Nihon Univ.)

(37)/NC 14:55 - 15:20
Safe Pattern Pruning for Non-monotonic Feature on Predictive Pattern Mining
Hagawa Seiji, Karasuyama Masayuki (NITech)

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Wed, Mar 3 PM (13:00 - 14:15)
----------------------------------------

(38)/MBE 13:00 - 13:25
Reconstruction Accuracy of Dual-Energy X-ray Computed Tomography Introduced Scattered X-rays Measurement
Naoya Kondo, Naohiro Toda (APU)

(39)/MBE 13:25 - 13:50
Iteractive Reconstruction for CT using Compton Scattering
Nao Kobayashi, Naohiro Toda (Aichi Prefectural Univ)

(40)/MBE 13:50 - 14:15
Scattered X-ray removal in radiography with a moving beam stopper
Hiroto Akatsuka, Naohiro Toda (APU)

----- Break ( 15 min. ) -----

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Wed, Mar 3 PM (14:30 - 15:20)
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(41)/MBE 14:30 - 14:55
A marking method for tungsten microelectrodes using bipolar current
Tatsuya Oikawa, Kento Nomura, Toshimitsu Hara, Takeshi Kawano, Rika Numano, Kowa Koida (TUT)

(42)/MBE 14:55 - 15:20
Analysis of heart rate fluctuation components in the mouse cerebral blood volume
Yota Tanaka, Yuto Yoshida, Mitsuyuki Nakao, Norihiro Katayama (Tohoku Univ.)

----- Break ( 15 min. ) -----

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Wed, Mar 3 PM (15:35 - 16:50)
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(43)/MBE 15:35 - 16:00
Influence of Difficulty Level Selection on Brain Activity Measurement Using NIRS during Auditory Tasks
Naoya Onozaki, Ryoko Futami (Fukushima Uni.)

(44)/MBE 16:00 - 16:25
A method for reducing discomfort using beat tones for unpleasant sounds caused by high frequency pure tone
Naoki Suzuki, Kuroyanagi Susumu (Nitech)

(45)/MBE 16:25 - 16:50
The Relation Between Auditory Frequency Resolutions and Noise Intensity in Stochastic Resonance States
Kota Ohno, Susumu Kuroyanagi (NIT)

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Thu, Mar 4 PM (14:10 - 16:15)
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(46)/MBE 14:10 - 14:35
Proposal of dielectric-loaded waveguide probes for non-invasive millimeter-wave blood glucose estimation using complex-valued neural networks
Seko Nagae, Akira Hirose (The Univ. of Tokyo)

(47)/MBE 14:35 - 15:00
A Study on Effective Parameters for Stress Estimation using the Light Reflex by the Display Luminance Change
Takuya Kanda, Reiko Aruga, Naoto Abe (NTT)

(48)/MBE 15:00 - 15:25
Cough Detection by Extracting Respiratory Waveform Signal from Photoplethysmography
Ippei Endo, Haruki Kawanaka, Koji Oguri (Aichi Pref. Univ.)

(49)/MBE 15:25 - 15:50
Examination of measurement method and feature of biometrics identification with eye movement
Yudai Niitsu, Minoru Nakayama (Tokyo Tech)

(50)/MBE 15:50 - 16:15
A prediction of disease levels using ocular information during Dementia tests
Wioletta Nowak (Wroclaw Univ. of S&T), Minoru Nakayama (Tokyo Tech), Elzbieta Trypka (Wroclaw Medical Univ.), Anna Zarowska (Wroclaw Univ. of S&T)

# Information for speakers
General Talk will have 20 minutes for presentation and 5 minutes for discussion.

# CONFERENCE SPONSORS:
- This conference is co-sponsored by Japanese Neural Network Society and IEEE Computational Intelligence Society Japan Chapter.


=== Technical Committee on Neurocomputing (NC) ===
# FUTURE SCHEDULE:

Mon, Jun 28, 2021 - Wed, Jun 30, 2021: Online [Mon, May 10]

# SECRETARY:
幹事団の担当者を記入のこと

=== Technical Committee on ME and Bio Cybernetics (MBE) ===
# FUTURE SCHEDULE:

Fri, May 28, 2021: Online [Tue, Mar 16]
Fri, Jun 25, 2021: Online [Tue, Apr 13]


Last modified: 2021-03-03 09:30:07


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