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Technical Committee on ME and Bio Cybernetics (MBE)
Chair: Masaki Kyoso (TCU) Vice Chair: Taishin Nomura (Osaka Univ.)
Secretary: Takashi Nagaoka (Kindai Univ.)
Assistant: Takumi Kobayashi (YNU), Ｙａｓｕｙｕｋｉ Ｓｕｚｕｋｉ (Osaka Univ.)
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Technical Committee on Neurocomputing (NC)
Chair: Yutaka Hirata (Chubu Univ.) Vice Chair: Hayaru Shouno (UEC)
Secretary: Tomohiro Yoshikawa (Nagoya Univ.), Junichiro Yoshimoto (NAIST)
Assistant: Keiichiro Inagaki (Chubu Univ.), Takashi Shinozaki (NICT)
DATE:
Mon, Mar 4, 2019 09:30 - 17:25
Tue, Mar 5, 2019 09:30 - 17:20
Wed, Mar 6, 2019 09:30 - 17:05
PLACE:
(https://www.uec.ac.jp/about/profile/access/. Hayaru Shouno)
TOPICS:
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Mon, Mar 4 AM (09:55 - 11:10)
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(1)/NC 09:55 - 10:20
The percussion instruments separation method using the Deep U-Net
Yosuke Ito, Kuroyanagi Susumu (NIT)
(2)/NC 10:20 - 10:45
Evaluation of Motor Learning of Drumming Performance with Assistance Using Negative Binomial Distribution
Yuya Takaki, Eiichi Inohira, Tomohiro Shibata (Kyutech)
(3)/NC 10:45 - 11:10
Reduction of Catastrophic Forgetting using Pseudorehearsal and Importance of Weight
Shunta Nakano, Motonobu Hattori (Univ. of Yamanashi)
----- Break ( 110 min. ) -----
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Mon, Mar 4 AM (09:30 - 11:35)
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(4)/NC 09:30 - 09:55
Transition of informative areas in the human brain during haptic shape recognition of real objects
Shota Eto (UEC), Hironori nakatani (UTokyo), Yoichi Miyawaki (UEC)
(5)/NC 09:55 - 10:20
The effect of stress on human emotion control
Yukihiro Suzuki (NAIST), Saori Tanaka (ATR)
(6)/NC 10:20 - 10:45
Impact of cognitive strategies on hitting task
Akemi Kobayashi, Toshitaka Kimura (NTT)
(7)/NC 10:45 - 11:10
Adjustment of exploratory behavior using mutual information in reinforcement learning
Kaiji Koyama, Jun Ohkubo (Saitama Univ.)
(8)/NC 11:10 - 11:35
Numerical experiments of QUBO formulation for ReLU-type functions
Go Sato (Saitama Univ.), Makiko Koreshima, Takuya Owa, Hirotaka Tamura (Fujitsu Labs), jun Ohkubo (Saitama Univ.)
----- Lunch Break ( 85 min. ) -----
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Mon, Mar 4 PM (13:00 - 15:05)
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(9)/NC 13:00 - 13:25
The way of Automatic Extraction of Human activity from motion video and Simulation method of extracted human activity by using Deep Learning
Kenichi Koike, Hiroki Satou, Daiji Ogasawara (MDIS)
(10)/NC 13:25 - 13:50
Approximation of inverse embedding function using neural network, and its application for the interpretation of document data distribution
Yuya Mizobuchi, Hirotaka Hachiya (Wakayama Univ.)
(11)/NC 13:50 - 14:15
A Basic Study of Noise Reduction on the Analysis of Burst Gravitational Waves by the Direct and Parallel Denoising Autoencoder
Hiroyuki Hayashi, Kazuki Sakai (NIT), Hirotaka Takahashi (NUT), Yuto Omae (NIT)
(12)/NC 14:15 - 14:40
Statistical Mechanical Analysis of a Perceptron with a Softmax Output Function
Yukihiro Tsuboshita, Takashi Sonoda (Fuji Xerox)
(13)/NC 14:40 - 15:05
A study of the Multi Resolution CONP using variable time constants for time series signals
Haruka Kato, Susumu Kuroyanagi (NIT)
----- Break ( 15 min. ) -----
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Mon, Mar 4 PM (15:20 - 17:25)
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(14)/NC 15:20 - 15:45
Automatic Analysis of Calcium Imaging Data with Deep Learning
Naoya Mamada, Toru Aonishi (Titech)
(15)/NC 15:45 - 16:10
Variational Bayes algorithm of region base coupled MRF with hidden phase variables
Naoki Wada (Tokyo Inst. of Tech.), Masaichiro Mizumaki (JASRI), Yoshiki Seno (Saga prefectural regional industry support center), Masato Okada (The Univ. of Tokyo), Akai Ichiro (Kumamoto Univ.), Toru Aonishi (Tokyo Inst. of Tech.)
(16)/NC 16:10 - 16:35
Proposal of an Izhikevich Model Neuron MOS Circuit
Yuki Tamura, Satoshi Moriya, Tatsuki Kato, Masao Sakuraba, Yoshihiko Horio, Shigeo Sato (Tohoku Univ.)
(17)/NC 16:35 - 17:00
Application of dynamic binary neural networks to central pattern generators
Shota Anzai, shunsuke aoki, seitaro koyama, Toshimichi Saito (HU)
(18)/NC 17:00 - 17:25
Towards understandable deep learning in stacked autoencoders
Masumi Ishikawa (Kyutech)
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Tue, Mar 5 AM (09:30 - 11:35)
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(19)/NC 09:30 - 09:55
Novel Backpropagation Algorithm Considering Energy
Rintaro Kanada, Masafumi Hagiwara (Keio Univ.)
(20)/NC 09:55 - 10:20
Neuron-Pruning Algorithm For Neural Network Considering Activation Values
Masahiro Yamada, Masafumi Hagiwara (Keio Univ.)
(21)/NC 10:20 - 10:45
Reservoir computing devices that realize pattern information representation and processing directly in physics: Its advantages
Akira Hirose, Gouhei Tanaka (Tokyo Univ.), Seiji Takeda, Toshiyuki Yamane, Hidetoshi Numata, Naoki Kanazawa, JeanBenoit Heroux, Daiju Nakano (IBM Japan), Ryosho Nakane (Tokyo Univ.)
(22)/NC 10:45 - 11:10
Spatial distribution of effective information in spin-wave reservoir computing
Takehiro Ichimura, Ryosho Nakane, Gohei Tanaka, Akira Hirose (The Univ. of Tokyo)
(23)/NC 11:10 - 11:35
Unsupervised blind source separation using self conditioned entropy minimization
Yuan-chieh Ling, Toshitake Asabuki (UTokyo), Tomoki Fukai (RIKEN CBS)
----- LunchBreak ( 115 min. ) -----
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Tue, Mar 5 PM (13:30 - 14:30)
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(24) 13:30 - 14:30
[Invited Talk]
The here and now in the default mode network
Shigeru Kitazawa (Osaka Univ.)
----- Break ( 30 min. ) -----
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Tue, Mar 5 PM (15:00 - 17:20)
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(25)/NC 15:00 - 15:25
Application of phase information and complex-valued self-organizing map for C-scan analysis in radar imaging
Soshi Shimomura, Akira Hirose (UTokyo)
(26)/NC 15:25 - 15:50
Construction of a microwave search-and-rescue radar system based on online frequency-domain complex-valued independent component analysis
Takahiro Nakanishi, Akira Hirose (Tokyo Univ.)
(27)/NC 15:50 - 16:15
Quantitative evaluation of discriminability between natural texture images by neural populations in visual cortex using L1-logistic regression
Rina Kotani (Osaka Univ.), Hiroko Ichikawa (Tokyo University of Science), Yasuhiko Igarashi (JST/Tokyo Univ.), Yoh-ichi Mototake, Masato Okada (Tokyo Univ.), Hiroshi Tamura (Osaka Univ./CiNet)
(28)/NC 16:15 - 16:40
Performance improvement of fNIRS-BCI using generative adversarial networks
Tomoyuki Nagasawa (Nagaoka Univ. of Tech.), Takanori Sato (National Inst. of Tech., Akita Col.), Isao Nambu, Yasuhiro Wada (Nagaoka Univ. of Tech.)
(29)/NC 16:40 - 17:05
Functional verification of human inference system based on a value driven associative memory
Masahiro Miyata, Takashi Omori (Tamagawa Univ)
(30)/NC 17:05 - 17:20
Detecting the Number of Compartments Using Convolutional Neural Network
Takayuki Koga, Yuta Takahashi, Shuntaro Okazaki, Rieko Osu (Waseda Univ.)
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Wed, Mar 6 AM (09:30 - 11:35)
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(31)/NC 09:30 - 09:55
Effectiveness of 3D shape learning for spine segmentation task using U-Net
Naofumi Shigeta, Mikoto Kamarta, Masayuki Kikuchi (TUT)
(32)/NC 09:55 - 10:20
A study of inner feature continuity of the VGG model
Toya Teramoto, Hyaru Shouno (UEC)
(33)/NC 10:20 - 10:45
Decoding of stimulus orientations from neuron populations in Cat visual cortex
-- effect of spike count correlation --
Reo Kouno, Yoshiya Mori, Hiroyuki Ito (Kyoto Sangyo Univ.)
(34)/NC 10:45 - 11:10
The receptive-field structure of figure-ground preference cells in monkey V4
Koji Kimura (Tsukuba Univ.), Yukako Yamane, Hiroshi Tamura (Osaka Univ.), Ko Sakai (Tsukuba Univ.)
(35)/NC 11:10 - 11:35
Audiovisual synchrony perception for music and body movement
-- An experimental study on Radio Calisthenics --
Akira Takehana, Tsukasa Uehara, Yutaka Sakaguchi (UEC)
----- Lunch Break ( 85 min. ) -----
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Wed, Mar 6 PM (13:00 - 14:45)
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(36)/NC 13:00 - 13:25
Mathematical Model for Simulating Human Foot-Lifting Movements onto One-Up Stair-Step
Akihiko Ueki, Shu Kitabatake, Toshikazu Matsui (Gunma Univ.)
(37)/NC 13:25 - 13:50
Facilitating optimal motor decesion making via competition with risk-averse opponent
Mamoru Tanae (TUAT), Keiji Ota (NYU), Ken Takiyama (TUAT)
(38)/NC 13:50 - 14:15
(See Japanese page.)
(39)/NC 14:15 - 14:30
Evaluation of the predictive optokinetic response in humans
Yuta Matsuzawa, Yutaka Hirata (Chubu Univ.)
(40)/NC 14:30 - 14:45
The effect of cerebellectomy on VOR during combinations of tilt and translation in goldfish
Masanori Nakano, Yutaka Hirata (Chubu Univ.)
----- Break ( 15 min. ) -----
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Wed, Mar 6 PM (15:00 - 17:05)
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(41)/NC 15:00 - 15:25
Efficient Learning for Distillation of DNN by Self Distillation
Jumpei Takagi, Motonobu Hattori (Univ of Yamanashi)
(42)/NC 15:25 - 15:50
A Pattern Recognition Model by Feature Extraction and Viewpoint Control using Auto-Encoder
Shota Shirakawa, Fukumura Naohiro (Toyohashi Univ. of Tech.)
(43)/NC 15:50 - 16:15
PET Image Reconstruction by use of Dictionary Learning
Naohiro OKumura, Hayaru Shouno (UEC)
(44)/NC 16:15 - 16:40
Examination of Super Resolution and Noise Removal for MicroCT Image
Miku Mashimo, Hayaru Shouno (UEC)
(45)/NC 16:40 - 17:05
Study on data augmentation using Fourier transform for texture image classification
Daigo Nitta, Hayaru Shouno (UEC)
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Mon, Mar 4 PM (13:00 - 15:05)
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(1)/MBE 13:00 - 13:25
Pedaling Estimation of recumbent bicycle by using MMG/EMG hybrid transducer
Hisao Oka (Okayama Univ.), Shinichi Fukuhara (Kawasaki Univ. of Medical Welfare)
(2)/MBE 13:25 - 13:50
Predicting origin of premature ventricular contractions using vectorcardiogram synthesized from 12-lead electrocardiogram
-- A simulation study --
Shin Inada (Morinomiya Univ.), Nitaro Shibata (Shinjuku Mitsui Building Clinic), Yuko Inoue, Tsuyoshi Yamamoto, Hiroshi Narazaki (NCVC), Ryo Haraguchi (Univ. of Hyogo), Takashi Ashihara (SUMS), Takanori Ikeda (Toho Univ.), Kengo Kusano (NCVC), Kazuyuki Mitsui (TDU), Kazuo Nakazawa (Morinomiya Univ.)
(3)/MBE 13:50 - 14:15
On measurement of surgical skill on forearm surface electromyography
Takafumi Inoue (OECU), Kenta Takayasu, Kenji Yoshida (Kansai Medical Univ), Hideo Nakamura (OECU)
(4)/MBE 14:15 - 14:40
Mechanism of regulating the muscle length still remains an open question ?
-- Physiological experiments of frog skeletal muscle and a mathematical model --
Kenzo Akazawa (Osaka Univ/Kibounoie), Takanori Uchiyama (Keio Univ), Ryuhei Okuno (Setsunan Univ)
(5)/MBE 14:40 - 15:05
Vectoral Doppler observation of blood flow using photoacoustic and ultrasonic echo for human in vivo superficial wrist tissue
Chikayoshi Sumi, Rina Suzuki (Sophia Univ)
----- Break ( 15 min. ) -----
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Mon, Mar 4 PM (15:20 - 17:00)
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(6)/MBE 15:20 - 15:45
Measurement of venous hemodynamics with the internal pressure measuring device for the ear canal
Shuhei Monzai, Sota Takahashi, Takamasa Yoshida, Nobuyuki Terada (Toyo Univ.)
(7)/MBE 15:45 - 16:10
Induction of Heat Acclimation Using Mist Sauna
Takuya Matsumoto, Takahiro Kikuchi, Yurina Nakagawa, Takamasa Yoshida, Nobuyuki Terada (Toyo Univ.)
(8)/MBE 16:10 - 16:35
Relational analysis on contact force of multiple fingers during grasping object
Hideki Shimobayashi, Megumi Nakao, Tetsuya Matsuda (Kyoto Univ.)
(9)/MBE 16:35 - 17:00
Possibility for the diagnosis in urine test paper using photo date obtained from smartphone or digital devises
Teruaki Kaneta, Toru Yokoyama, Hisae O. Shimizu, Masaji Yamashita, Kazuyuki Kimura (Hokkaido University of Science)
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Tue, Mar 5 AM (09:30 - 11:35)
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(1)/MBE 09:30 - 09:55
(See Japanese page.)
(2)/MBE 09:55 - 10:20
(See Japanese page.)
(3)/MBE 10:20 - 10:45
(See Japanese page.)
(4)/MBE 10:45 - 11:10
(See Japanese page.)
(5)/MBE 11:10 - 11:35
(See Japanese page.)
----- Lunch Break ( 115 min. ) -----
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Tue, Mar 5 PM (15:00 - 17:05)
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(6)/MBE 15:00 - 15:25
On the spatiotemporal information contained in spike responses of mouse retina ganglion cells
Yuki Kashiwagi, Koji Yamamoto, Tetsuya Yagi, Yuki Hayashida (Osaka Univ.)
(7)/MBE 15:25 - 15:50
Periodic Interference Cancellation Including Steep Characteristic Change With Adaptive Filter
Kengo Kamei, Naohiro Toda (Aichi Pref. Univ.), Katsuyuki Hagiwara (Mie Univ.)
(8)/MBE 15:50 - 16:15
Reconstruction considering Poisson's nature on sinogram in X-ray CT
Saki Sugiura, Naohiro Toda (Aichi Pref. Univ.)
(9)/MBE 16:15 - 16:40
X-ray Computed Tomography Using Compton Scattered X-rays
Tetsushi Matsubara, Naohiro Toda (Aichi Pref. Univ)
(10)/MBE 16:40 - 17:05
Influence of Alzheimer's Disease on Features of Waveforms in Pupil Light Reflex
Wioletta Nowak (Wroclaw Univ. of S&T), Minoru Nakayama (Tokyo Tech), Tomasz Krecicki (Wroclaw Medical Univ.), Andrzej Hachol (Wroclaw Univ. of S&T)
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Wed, Mar 6 AM (09:30 - 11:35)
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(11)/MBE 09:30 - 09:55
Change in Walking Speed and Electromyogram Induced by Sacral Electrical Stimulation
Kazuki Hosoi, Ryoko Futami (Fukushima Univ.), Kosei Mitsuhashi (Showa Univ.), Yasunobu Handa (Tohoku Univ.)
(12)/MBE 09:55 - 10:20
Analysis of propulsive effect by electrical stimulation of sacral surface on gait
Kosei Mitsuhashi (Showa Univ.), Ryoko Futami (Fukusima Univ.), Kazunori Seki, Sadao Takase, Kazufumi Nakazato, Aimi Fukukawa (Sendai Clover Clinic), Hideki Chiba (Mikii Hospital), Yasunobu Handa (Tohoku Univ.)
(13)/MBE 10:20 - 10:45
Development of wearable robot with assist mechanism of lateral body movements
Shuji Kondo, Takumi Nomura, Takahiro Kagawa (AIT)
(14)/MBE 10:45 - 11:10
Effect of Gaze and Auditory Stimulation on Body Sway Induced by Neck Dorsal Muscle Stimulation
Kazunari Hata, Yutaka Fukuoka (Kogakuin Univ.)
(15)/MBE 11:10 - 11:35
Precise marking method by using gold-plated metal microelectrode
Toshimitsu Hara (TUT), Hirohito Sawahata (AIST), Rika Numano, Takeshi Kawano, Kowa Koida (TUT)
----- Lunch Break ( 85 min. ) -----
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Wed, Mar 6 PM (13:00 - 14:40)
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(16)/MBE 13:00 - 13:25
The Effect on Drowsiness in Driving by Beverages Consumption
Makoto Murakami, Haruki Kawanaka, Koji Oguri (Aichi Pref Univ.)
(17)/MBE 13:25 - 13:50
Video analysis software for behavioral assessment of Barnes maze test
Kazuhiro Nakamura, Tatsuya Ishikawa (Akita Noken)
(18)/MBE 13:50 - 14:15
A reduction method of the discomfortable sence from the abnormal sound
Shingo Ito, Susumu Kuroyanagi (NIT)
(19)/MBE 14:15 - 14:40
Analysis of EEG for healthy elderly people with IQ and creativity scores
Teruya Yamanishi (Fukui Univ. of Tech.), Kanji Ueno (Univ. of Fukui), Sou Nobukawa (Chiba Inst. of Tech.), Kouhei Yamamoto (JAIST), Haruhiko Nishimura (Univ. of Hyogo), Tetsuya Takahashi (Univ. of Fukui)
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Wed, Mar 6 PM (14:40 - 16:20)
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(20)/MBE 14:40 - 15:05
Proposal of three-port probe for non-invasive millimeter-wave blood glucose monitoring systems
Seko Nagae, Akira Hirose (The Univ. of Tokyo)
(21)/MBE 15:05 - 15:30
Evaluation of resting brain activity change in short-term motor learning process using fNIRS
Takumi Karasawa, Toshiki Kusano, Isao Nambu, Yasuhiro Wada (Nagaoka Univ. of Tech.)
(22)/MBE 15:30 - 15:55
Estimation of inhomogeneous shear modulus distribution based on measurements of the displacement field using MRI
Osamu Kojima, Takaaki Nara (The Univ. of Tokyo)
(23)/MBE 15:55 - 16:20
A Study on Improvement of Identification Accuracy in Auditory BCI focusing on Movement Sound
Yuki Onodera, Isao Nambu, Yasuhiro Wada (Nagaoka Univ. of Tech.)
# Information for speakers
General Talk (NC/MBE) will have 20 minutes for presentation and 5 minutes for discussion.
General Talk (ショートトーク) will have 10 minutes for presentation and 5 minutes for discussion.
Invited Talk will have 60 minutes for presentation.
# CONFERENCE SPONSORS:
- This conference is co-sponsored by Japanese Neural Network Society and IEEE Computational Intelligence Society Japan Chapter.
=== Technical Committee on ME and Bio Cybernetics (MBE) ===
# FUTURE SCHEDULE:
Sun, May 19, 2019: Niigata University [Fri, Mar 15]
Fri, Jun 21, 2019: [Thu, Apr 18]
=== Technical Committee on Neurocomputing (NC) ===
# FUTURE SCHEDULE:
Mon, Jun 17, 2019 - Wed, Jun 19, 2019: Okinawa Institute of Science and Technology [Thu, May 2], Topics: Neurocomputing, Machine Learning Approach to Biodata Mining, and General
Last modified: 2019-03-04 13:35:45
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