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=============================================== Technical Committee on Nonlinear Problems (NLP) Chair: Takuji Kosaka (Chukyo Univ.) Vice Chair: Akio Tsuneda (Kumamoto Univ.) Secretary: Haruna Matsushita (Kagawa Univ.), Daizaburo Yoshioka (Sojo Univ.) Assistant: Hideyuki Kato (Oita Univ.), Yuichi Yokoi (Nagasaki Univ.) =============================================== Technical Committee on Healthcare and Medical Information Communication Technology (MICT) Chair: Eisuke Hanada (Saga Univ.) Vice Chair: Hirokazu Tanaka (Hiroshima City Univ.), Daisuke Anzai (Nagoya Inst. of Tech.) Secretary: Takumi Kobayashi (Yokohama National Univ.), Kai Ishida (KISTEC) Assistant: Takahiro Ito (Hiroshima City Univ), Kento Takabayashi (Okayama Pref. Univ.), Takuya Nishikawa (National Cerebral and Cardiovascular Center Hospital) =============================================== Technical Committee on ME and Bio Cybernetics (MBE) Chair: Ryuhei Okuno (Setsunan Univ.) Vice Chair: Junichi Hori (Niigata Univ.) Secretary: Hideo Nakamura (Osaka Electro-Communication Univ) Assistant: Jun Akazawa (Meiji Univ. of Integrative Medicine), Emi Yuda (Tohoku Univ) =============================================== Technical Committee on Neurocomputing (NC) Chair: Rieko Osu (Waseda Univ.) Vice Chair: Hiroshi Yamakawa (Univ of Tokyo) Secretary: Eiji Uchibe (ATR), Satoshi Nishida (NICT) Assistant: Nobuhiko Wagatsuma (Toho Univ.), Tomoki Kurikawa (KMU) DATE: Fri, Jan 21, 2022 09:00 - 17:15 Sat, Jan 22, 2022 09:00 - 16:50 Sun, Jan 23, 2022 09:00 - 12:35 PLACE: TOPICS: ---------------------------------------- Fri, Jan 21 (09:00 - ) ---------------------------------------- ---------------------------------------- Fri, Jan 21 AM (09:00 - 10:40) ---------------------------------------- (1)/NLP 09:00 - 09:25 Atsuya Tamakoshi, Kaito Kato (Chukyo Univ.), Hiroyuki Asahara (Okayama Univ. of Sci.), Shu Karube (NIT, Oita College), Takuji Kousaka (Chukyo Univ.) (2)/NLP 09:25 - 09:50 A Basic Study of Nonlinear Phenomena in DC-DC Converter Connected to TEM Daiki Hozumi, Arata Makino, Chihiro Kondo (Okayama Univ. of Science), Shota Uchino (NIT, Anan College), Takuji Kousaka (Chukyo Univ.), Satoshi Aoki, Hiroyuki Asahara (Okayama Univ. of Science) (3)/NLP 09:50 - 10:15 Homoclinic points calculation method in two-dimensional discrete dynamical systems with particle swarm optimization Tatsumi Makino (Chukyo Univ.), Haruna Matsushita (Kagawa Univ.), Yuu (Tokyo Univ. of Technology), Takuji Kousaka (Chukyo Univ.) (4)/NLP 10:15 - 10:40 Verifying robustness of parameter space estimation against dynamical noise for predicting a critical transition of vegetation biomass Yoshitaka Itoh (Hokkaido Univ. of Sci.) ---------------------------------------- Fri, Jan 21 AM (09:00 - 10:40) ---------------------------------------- (5)/MBE 09:00 - 09:25 Examination of search system using P300 response Ryoichi Sekiguchi, Masaki Kawakatsu (TDU) (6)/MBE 09:25 - 09:50 Development of BCI based on Steady-State Somatosensory Evoked Potential Kenji Abe, Masaki Kawakatsu (TDU) (7)/MBE 09:50 - 10:15 Comparison of Multimodal Cortical Activity in Focal and Generalized Epileptic Seizures Using a Multimodal Probe Manami Wakuya (KU), Takao Inoue, Imoto Hirochika, Nomura Sadahiro, Maruta Yuich, Suzuki Michiyasu (YU), Toshitaka Yamakawa (KU) (8)/MBE 10:15 - 10:40 Suppression of early morning hypertension by applying the mechanism of light stimulus response and sympathetic nerve activation enhancement Emi Yuda (Tohoku Univ.), Yuta Tarusawa (Tohoku Gakuin Univ.), Asahi Nishimura (MUE) ----- Break ( 15 min. ) ----- ---------------------------------------- Fri, Jan 21 AM (10:55 - 12:35) ---------------------------------------- (9)/NLP 10:55 - 11:20 Recognition Using YOLOv5 for Degraded Images on Image Sensor Communication Hiroko Matsuda, Haruna Matsushita (Kagawa Univ), Shintaro Arai (Okayama Univ of Sci.) (10)/NLP 11:20 - 11:45 Multimodal sensing using optical scattering from soft materials and deep learning Sho Shimadera, Satoshi Sunada, Tomoaki Niiyama (Kanazawa Univ.) (11)/NLP 11:45 - 12:10 Physical deep learning based on optimal control of dynamical systems Satoshi Sunada, Genki Furuhata, Tomoaki Niiyama (Kanazawa Univ.) (12)/NLP 12:10 - 12:35 Analysis of nonlinearly mixed noise Fumihiko Ishiyama (NTT) ---------------------------------------- Fri, Jan 21 AM (10:55 - 12:10) ---------------------------------------- (13)/NC 10:55 - 11:20 A System for Estimating Individual Differences of Perceptual Information in the Brain via Brain-activity Prediction by Convolutional Neural Networks Kiichi Kawahata (Osaka Univ.), Antoine Blanc (NICT), Naoya Maeda (NTT Data), Shinji Nishimoto (Osaka Univ.), Satoshi Nishida (NICT) (14)/NC 11:20 - 11:45 A Study on Elucidating Hierarchical Neural Processing of Visual and Semantic Information using Deep Learning Haruka Kawasaki (Ochadai), Satoshi Nishida (NICT), Ichiro Kobayashi (Ochadai) (15)/NC 11:45 - 12:10 Estimation of Cognitive Function by Multi-scale Entropy Analysis in EEG Signals Yuta Iinuma, Sou Nobukawa (CIT), Kimoko Mizukami (KU), Megumi Kawaguchi (FU), Yuji Tanaka (AMH), Masato Higashima (SH), Tetuya Takahashi (FU) ----- Lunch Break ( 90 min. ) ----- ---------------------------------------- Fri, Jan 21 PM (13:40 - 15:20) ---------------------------------------- (16)/NLP 13:40 - 14:05 Interspecific competition dynamics solving multi-armed bandit problems in reinforcement learning Tomoaki Niiyama, Genki Furuhata (Kanazawa Univ.), Atsushi Uchida (Saitama Univ.), Makoto Naruse (Univ. of Tokyo), Satoshi Sunada (Kanazawa Univ.) (17)/NLP 14:05 - 14:30 Ultra fast optical random pattern generation and its application to image recognition Jinsei Hanawa, Satoshi Sunada, Tomoaki Niiyama (Kanazawa Univ.) (18)/NLP 14:30 - 14:55 Learning Equation of Dynamical Systems Misaki Kondo, Satoshi Sunada, Tomoaki Niiyama (Kanazawa Univ) (19)/NLP 14:55 - 15:20 The Charge-Discharge Profile Estimation of Lithium-Ion Batteries Considering Degradation Trend Transitions Masahito Arima, Lei Lin (Daiwa Can), Masahiro Fukui (Ritsumeikan) ---------------------------------------- Fri, Jan 21 PM (13:40 - 15:20) ---------------------------------------- (20)/MBE 13:40 - 14:05 Longitudinal Study on Autonomic Nervous System Activity in the Normal Young Subjects Hideo Nakamura (OECU) (21)/MBE 14:05 - 14:30 Verification of gender identifiability and its sensitivity from heart rate data in Allstar heart rate variability big data analysis Itaru Kaneko, Emi Yuda (Tohoku Univ.) (22)/MBE 14:30 - 14:55 Development and Evaluation of an Optimal Attachment Position Selection System Using a Patch Type R-R Interval Telemeter and a Dedicated Application Mayu Nishio, Aoi Noguchi, Toshitaka Yamakawa (Kumamoto Univ) (23)/MBE 14:55 - 15:20 Estimation of Human Ionic Balance Based on U-Na/K Index Emi Yuda (Tohoku Univ.), Junichiro Hayano (HBSL), Yuta Tarusawa (Tohoku Gakuin Univ.), Asahi Nishimura (Miyagi Univ. of Education), Itaru Kaneko (Tohoku Univ.) ----- Break ( 15 min. ) ----- ---------------------------------------- Fri, Jan 21 PM (15:35 - 17:15) ---------------------------------------- (24)/NLP 15:35 - 16:00 On the Study of Stochastic Gradient Descent Learning using Weight Difference Propagation Shahrzad Mahboubi, Ryo Yamatomi, Hiroshi Ninomiya (Shonan Inst. of Tech.) (25)/NLP 16:00 - 16:25 On the Study of Second-Order Training Algorithm using Matrix Diagonalization based on Hutchinson estimation Ryo Yamatomi, Shahrzad Mahboubi, Hiroshi Ninomiya (Shonan Inst. Tec.) (26)/NLP 16:25 - 16:50 Lithium-ion Battery Internal Impedance Estimation and Evaluation of Deterioration Analysis Using Machine Learning Nishimura Yuichiro, Ito Hideaki, Fukui Masahiro (Ritsumeikan Univ) (27)/NLP 16:50 - 17:15 Open circuit voltage estimation and evaluation of lithium-ion batteries using machine learning models Hideaki Ito, Shohei Irikuchi, Yuuichiro Nishimura, Masahiro Fukui (Ritsumeikan Univ) ---------------------------------------- Fri, Jan 21 PM (15:35 - 17:05) ---------------------------------------- (28)/NC 15:35 - 16:00 Dynamical Characteristics of Instantaneous-Frequency-Based Micro-State for EEG signals in Schizophrenia. Daiya Ebina, Sou Nobukawa (Chiba Institute of Technology), Mitsuru Kikuchi, Takashi Ikeda, Tetsuya Takahashi (Kanazawa Univ.) (29)/NC 16:00 - 16:25 Analysis of Functional Connectivity of EEG during Driving Masahiro Tsurushima, Sou Nobukawa (ChibaTech), Nobuhiko Wagatsuma (Toho Univ.), Inagaki Keiichiro (Chubu Univ.) (30)/NC 16:25 - 16:50 Correspondence beween AlexNet model and Monkey Visual Cortices Nobuhiko Wagatsumama (Toho Univ.), Akinori Hidaka (Tokyo Denki Univ.), Hiroshi Tamura (Osaka Univ.) (31)/NC 16:50 - 17:05 Evaluation of fine-art generated by cycle generative adversarial networks through brain activity and introspection Ryunosuke Takagi, Keiichiro Inagaki (Chubu Univ) ---------------------------------------- Fri, Jan 21 (09:00 - 17:05) ---------------------------------------- ---------------------------------------- Sat, Jan 22 AM (09:40 - 11:45) ---------------------------------------- (32)/NLP 09:40 - 10:05 Wellness Entertainment with Rubbing/Tactile Interface and Live-Generated Fractals/Sounds Yoichi Nagashima (SUAC) (33)/NLP 10:05 - 10:30 Changes of High Frequency Oscillation just before the suppression of β-oscillation in rat hippocampal slices. Ryusei Maeda, Toyohiro Sawada, Kiyohisa Natsume (Kyutech) (34)/NLP 10:30 - 10:55 On the relationship between properties of the hysteresis reservoir layer and the training output sequence Tsukasa Saito, Kenya Jin'no (Tokyo City Univ) (35)/NLP 10:55 - 11:20 Optimization for global phase distribution control of weakly forced limit-cycle oscillators Yuzuru Kato, Hiroya Nakao (Tokyo tech) (36)/NLP 11:20 - 11:45 A response analysis of a system with time delay under non-Gaussian colored noise -- Validity of Taylor expansion approximation for a time-delay term -- Hideto Fukushima, Ikuhiro Yamaguchi, Takahiro Tsuchida, Hiroya Nakao (Tokyo Tech) ---------------------------------------- Sat, Jan 22 AM (09:00 - 10:40) ---------------------------------------- (37)/MICT 09:00 - 09:25 Various Healthcare Methods to Improve Concentration based on Health-Media-Design Yasutami Chigusa, Naoki Yano (TUT) (38)/MICT 09:25 - 09:50 Encouraging Elderly Self-Care by Integrating Speech Dialogue Agent and Wearable Device Hayato Ozono, Sinan Chen, Masaki Saga, Masahide Nakamura (Kobe Univ.) (39)/MICT 09:50 - 10:15 Integration Analysis of Heterogeneous Data on Mind Externalization of Elderly People at Home Sinan Chen, Hayato Ozono, Masahide Nakamura (Kobe Univ.) (40)/MICT 10:15 - 10:40 Development of Novel Heat Stroke Detection System with Personalized WBGT Takunori Shimazaki (Jikei Univ. of Health Care Sci.), Shingo Ata (Osaka City Univ.), Yoshifumi Kawakubo (Jikei Univ. of Health Care Sci.), Daisuke Anzai (Nagoya Institute of Tech.) ----- Break ( 15 min. ) ----- ---------------------------------------- Sat, Jan 22 AM (10:55 - 12:35) ---------------------------------------- (41)/MBE 10:55 - 11:20 Basic study on performance tasks causing tension and methods for defusing tension Masaji Yamashita, Yoshitaka Ito (HUS) (42)/MBE 11:20 - 11:45 Search for physiological indices for real-time observation of exercise efficacy and safety in non-athletes under normobaric hypoxia Kazuki Hisatsune, Takuma Kitagawa, Toshitaka Yamakawa (Kumamoto Univ.) (43)/MBE 11:45 - 12:10 Development of electronic musical instrument device with expiratory pressure for pulmonary rehabilitation Yota Nakamura, Ryuhei Okuno (Setsunan Univ.), Kenzo Akazawa (Kibou no ie) (44)/MBE 12:10 - 12:35 Study of measures to prevent the temperature decrease of infusion solution -- Maintaining the temperature of infusion solution bag and examining the heat insulating material for fluid circuit -- Hotaru Horita, Toshitsugu Sugawara, Hisae Shimizu (HUS), Shinsuke Ohnishi (Teine Keijinkai Hospital) ----- Lunch Break ( 90 min. ) ----- ---------------------------------------- Sat, Jan 22 PM (13:15 - 14:30) ---------------------------------------- (45)/NLP 13:15 - 13:40 A study on performance of local search methods for Electric Vehicle Routing Problem with Time Windows Jun Adachi, Takafumi Matsuura, Takayuki Kimura (NIT) (46)/NLP 13:40 - 14:05 Edge Candidates for Vehicle Routing Problem with Time Window Masayoshi Tosa, Tohru Ikeguchi (TUS) (47)/NLP 14:05 - 14:30 Secret-Key Exchange Through Synchronization of Randomized Lorenz Oscillators Koshiro Onuki, Kenichiro Cho (Ritsumeikan Univ.), Yoshihiko Horio (Tohoku Univ.), Takaya Miyano (Ritsumeikan Univ.) ---------------------------------------- Sat, Jan 22 PM (14:05 - 16:10) ---------------------------------------- (48)/MICT 14:05 - 14:30 Electromagnetic Wave Propagation Analysis Using FDTD Method in BAN Environment and Motion Discrimination Based on Propagation Loss Ryosuke Kurihara, Takahiro Ito, Hirokazu Tanaka (Hiroshima City Univ.) (49)/MICT 14:30 - 14:55 Investigation of Passive Intermodulation of Wireless Medical Telemeter Kai Ishida (KISTEC) (50)/MICT 14:55 - 15:20 Interference Prediction for SmartBAN Channel Migration Using LSTM Takahiro Ito, Aoi Nakamae (Hiroshima City Univ.), Masaaki Yamanaka (Japan Coast Guard Academy), Hirokazu Tanaka (Hiroshima City Univ.) (51)/MICT 15:20 - 15:45 Experimental Verification for Collision Avoidance of Control Channel Beacon in SmartBAN Tatsuki Hiramatsu, Takahiro Ito, Hirokazu Tanaka (Hiroshima City Univ.) (52)/MICT 15:45 - 16:10 A Study on IEEE 802.15.6 UWB PHY Utilizing Super Orthogonal Convolutional Codes Kento Takabayashi (Okayama Prefectural Univ.), Hirokazu Tanaka (Hiroshima City Univ), Katsumi Sakakibara (Okayama Prefectural Univ.) ----- Break ( 15 min. ) ----- ---------------------------------------- Sat, Jan 22 PM (15:10 - 16:50) ---------------------------------------- (53)/NLP 15:10 - 15:35 Parametrization of balancing tasks based on state feedback control model -- Proposition of single-degree-of-freedom model -- Yuya Nakamura, Yoshikazu Yamanaka, Katsutoshi Yoshida (Utsunomiya Univ) (54)/NLP 15:35 - 16:00 Toward developing bouncing-type model for simulating human running behavior -- Proposal of parameter identification method -- Takuto Otsubo, Yoshikazu Yamanaka, Katsutoshi Yoshida (Utsunomiya Univ.) (55)/NLP 16:00 - 16:25 Prototype of a Japanese fingerspelling recognition system using MediaPipe and SVM Masanao Yasumuro, Kenya Jin'no (Tokyo City Univ.) (56)/NLP 16:25 - 16:50 Reconstructing dynamical system from marked point processes and its application to real world data Kazuya Sawada, Nina Sviridova (TUS), Yutaka Shimada (Saitama Univ.), Tour Ikeguchi (TUS) ---------------------------------------- Fri, Jan 21 (09:00 - 16:50) ---------------------------------------- ---------------------------------------- Sun, Jan 23 AM (09:00 - 10:40) ---------------------------------------- (57)/NLP 09:00 - 09:25 EV model construction and evaluation of energy loss reduction effect when clothoid model is used for road model Yudai Tanaka, Kouki Fukushima, Masahiro Fukui (Ritsumeikan Univ) (58)/NLP 09:25 - 09:50 Study of Parallel Connection Simulator for Variation Analysis in Battery Cells Wada Fuma, Suzuki Keiichirou, Isoda Yuya, Fukui Masahiro (Ritsmeikan Univ) (59)/NLP 09:50 - 10:15 Stabilization of injection locking under strong input via phase-amplitude reduction Shohei Takata, Yuzuru Kato, Hiroya Nakao (Tokyo Tech) (60)/NLP 10:15 - 10:40 A simple method for estimating phase and amplitude functions of limit-cycle oscillators by polynomial regression from time series data Norihisa Namura, Hiroya Nakao (Tokyo Tech.) ---------------------------------------- Sun, Jan 23 AM (09:00 - 10:40) ---------------------------------------- (61)/NC 09:00 - 09:25 Complexity analysis for temporal patterns of pupil diameters in neural model for ADHD Hiraku Kumano (CIT), Sou Nobukawa (CIT/NCNP), Aya Shirama (NCNP), Tetsuya Takahashi (KU), Shigenobu Toda (SU) (62)/NC 09:25 - 09:50 Development of a gait phase detection algorithm for finite state control of functional electrical stimulation during walking Koshi Shibagaki, Suzufumi Arai, Matija Milosevic, Taishin Nomura (Osaka Univ) (63)/NC 09:50 - 10:15 Analog-circuit design of STDP learning rule with linear decay and its LSI implementation Satoshi Moriya, Tatsuki Kato (Tohoku Univ.), Yasushi Yuminaka (Gunma Univ.), Hideaki Yamamoto, Shigeo Sato, Yoshihiko Horio (Tohoku Univ.) (64)/NC 10:15 - 10:40 Analog CMOS implementation of majority logic for neuromorphic circuit applications Satoshi Ono, Satoshi Moriya, Yuka Kanke, Hideaki Yamamoto (Tohoku Univ.), Yasushi Yuminaka (Gunma Univ.), Shigeo Sato (Tohoku Univ.) ----- Break ( 15 min. ) ----- ---------------------------------------- Sun, Jan 23 AM (10:55 - 12:10) ---------------------------------------- (65)/MICT 10:55 - 11:20 Fetal Heart Rate Detection via Maternal ECG Cancellation by Neural-Network Autoencoder Abuzar Ahmad Qureshi, Lu Wang, Tomoaki Ohtsuki (Keio Univ.), Kazunari Owada, Hayato Hayashi (Atom Medical Co.) (66)/MICT 11:20 - 11:45 Non-contact Heartbeat Detection based on Diversity Effect Using Multibeam Doppler Sensor Tsukiko Kitagawa, Kohei Yamamoto, Tomoaki Ohtsuki (Keio Univ.) (67)/MICT 11:45 - 12:10 A Novel Quantitative AVF Measurement Method Using Non-Contact Imaging Rumi Iwai (Hyogo College of Medicine), Takunori Shimazaki, Yoshifumi Kawakubo (Jikei Univ.), Masanobu Tsurumoto (Bunri Univ.), Hiroyuki Hayashi, Masaharu Tamaki (Tamaki-Aozora Hospital.), Aki Otsuka (Sugi Hospital.), Kei Fukami (Kurume Univ.), Shingo Ata (Osaka City Univ.), Daisuke Anzai (Nagoya Tech Univ.) ---------------------------------------- Sun, Jan 23 AM (10:55 - 12:35) ---------------------------------------- (68)/NC 10:55 - 11:20 Reward-oriented Environment Inference on Reinforcement Learning Kazuki Takahashi (Kogakuin Univ.), Tomoki Fukai (OIST), Yutaka Sakai (Tamagawa Univ.), Takashi Takekawa (Kogakuin Univ.) (69)/NC 11:20 - 11:45 Towards 2-class classification via e(m)-PCA Jun Fujiki (Fukuoka Univ.), Shotaro Akaho (AIST) (70)/NC 11:45 - 12:10 Adversarial Training with Knowledge Distillation considering Intermediate Feature Representation in CNNs Hikaru Higuchi (The Univ. of Electro-Communications), Satoshi Suzuki (former NTT), Hayaru Shouno (The Univ. of Electro-Communications) (71)/NC 12:10 - 12:35 Deep learning of mixture of continuous and categorical data with regularizers added to the cost function and evaluation of the effectiveness of sparse modeling Masumi Ishikawa (Kyutech) # 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 Nonlinear Problems (NLP) === # FUTURE SCHEDULE: Mon, Mar 28, 2022 - Tue, Mar 29, 2022: Online [Thu, Jan 20], Topics: MSS, NLP, Work In Progress (MSS only), and etc. # SECRETARY: Haruna Matsushita (Kagawa Univ.) E-mail:     ieee === Technical Committee on Healthcare and Medical Information Communication Technology (MICT) === # FUTURE SCHEDULE: Fri, Mar 4, 2022: Online [Fri, Jan 14], Topics: Healthcare and Medical Information Communication Technologies, EMC, etc # SECRETARY: Takumi Kobayashi, Yokohama National University E-mail:  ba  -   - y  === Technical Committee on ME and Bio Cybernetics (MBE) === # FUTURE SCHEDULE: Wed, Mar 2, 2022 - Fri, Mar 4, 2022: Online [Mon, Jan 17] # SECRETARY: Ryuhei Okuno 17-8 Ikeda-Nakamachi, Neyagawa, Osaka, Japan TEL: 072-839-9147 FAX: 072-800-8063 E-mail: o  ele   n=== Technical Committee on Neurocomputing (NC) === # FUTURE SCHEDULE: Wed, Mar 2, 2022 - Fri, Mar 4, 2022: Online [Mon, Jan 17] # SECRETARY: Satoshi Nishida （NICT） E-mail: s-     Last modified: 2022-01-22 14:57:10 |
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