December 6th, 2021

6AM-A (10:50 - 12:10)

Chair: Hideyuki Kato (Oita University)

addHessian: Combining quasi-Newton method with first-order method for neural network training

Sota Yasuda (Shizuoka University), S Indrapriyadarsini (Shizuoka University), Hiroshi Ninomiya (Shonan Institute of Technology), Takeshi Kamio (Hiroshima City University), Hideki Asai (Shizuoka University)

Extreme Learning Machine Using Nonlinear Frequency Dependence of Fluorescence Amplitude Modulation

Shoichi Hanano (Osaka University), Masaki Nakagawa (Osaka University), Sho Shirasaka (Osaka University), Hideyuki Suzuki (Osaka University)

Digital Implementation of a Multilayer Perceptron Based on Stochastic Computing with Online Learning Function

Yoshiaki Sasaki (Hokkaido University), Seiya Muramatsu (Hokkaido University), Kohei Nishida (Hokkaido University), Megumi Akai-Kasaya (Hokkaido University), Tetsuya Asai (Hokkaido University)

Multiobjective optimization problems in Simple Recurrent Neural Networks

Kento Saka (HOSEI University), Toshimichi Saito (HOSEI University)

6AM-B (10:50 - 12:10)

Chair: Kien Nguyen (Chiba University)

Analysis of a One-Dimensional Model of DC-DC Converter with TEM

Shota Uchino (Okayama University of Science), Kousaka Takuji (Chukyo University), Satoshi Aoki (Okayama University of Science), Hiroyuki Asahara (Okayama University of Science)

A novel ergodic cellular automaton model of delay differential equation toward efficient hardware-based genome simulator

Shogo Shirafuji (Hosei University), Hiroyuki Torikai (Hosei University)

A qualitative property of doubly nested MMOs versus angular frequency

Kaito Kato (Chukyo University), Naohiko Inaba (Shonan Institute of Technology), Takuji Kousaka (Chukyo University)

Backward-Time Dynamics in an RLC circuit with an inverted diode

Tetsushi Ueta (Tokushima University)

6PM-A (13:40 - 15:20)

Chair: Yuichi Katori (Future University Hakodate)

Preliminary Experimental Results of a Stacked 3D Cyclic Chaotic Neural Network Reservoir Integrated Circuit

Takemori Orima (Tohoku University), Yoshihiko Horio (Tohoku University)

Evaluation of Spintronics-Based Spiking Neural Networks Using Hebbian Learning Rule

Yushi Kikuchi (Tohoku University)

On the study of Memory-Less quasi-Newton Method with Momentum Term for Neural Network Training

Shahrzad Mahboubi (Shonan Institute of Technology), Ryo Yamatomi (Shonan Institute of Technology), Indrapriyadarsini S (Shizuoka University), Hiroshi Ninomiya (Shonan Institute of Technology), Hideki Asai (Shizuoka University)

Robustness Evaluation of Direct Feedback Alignment Learning for Analog VLSI Neural Networks with Non-idealities in Weight-updates

Naoki Nagamatsu (NIT, Kurume College), Hideki Murakami (NIT, Kurume College), Seiji Uenohara (Kyushu Inst. Tech.), Takashi Morie (Kyushu Inst. Tech.)

A Heuristic Model for Configurable Polymer-wire Synaptic Devices

Yoshiki Amemiya (Hokkaido University), Ali Jose (Hokkaido University), Naruki Hagiwara (Hokkaido University), Megumi Akai (Hokkaido University), Tetsuya Asai (Hokkaido University)

6PM-B (13:40 - 15:20)

Chair: Hiroyuki Asahara (Okayama University of Science)

Bifurcation Point Detection with Parallel Nested Layer Particle Swarm Optimization

Tomo Hasegawa (Tokyo University of Technology), Haruna Matsushita (Kagawa University), Takuji Kousaka (Chukyo University), Hiroaki Kurokawa (Tokyo University of Technology)

Homoclinic bifurcation analysis for logistic map

Yuu Miino (Tokyo University of Technology), Tetsushi Ueta (Tokushima University)

Calculation method for unstable periodic points in unimodal maps using symbolic dynamical system

Yuu Miino (Tokyo University of Technology), Tetsushi Ueta (Tokushima University)

A Method to Obtain Variational Equations Automatically by Applying Symbolic Differentiation

Seiya Amoh (Tokushima University), Miho Ogura (Tokushima University), Tetsushi Ueta (Tokushima University)

Dynamics of miners' decision making under taxation in blockchain

Kosuke Toda (Osaka University), Naomi Kuze (Osaka University), Toshimitsu Ushio (Osaka University)

December 7th, 2021

7AM-A (10:30 - 12:10)

Chair: Naomi Kuze (Osaka University)

Relationship between similarities of inter-point distance distributions on attractors and reconstruction parameters

Kazuya Sawada (Tokyo University of Science), Yutaka Shimada (Saitama University), Tohru Ikeguchi (Tokyo University of Science)

A Mode-in-State Contribution Factor based on Koopman Mode Decomposition and its Application to Power System Analysis

Kenji Takamichi (Osaka Prefecture University), Yoshihiko Susuki (Osaka Prefecture University), Atsushi Ishigame (Osaka Prefecture University)

Evaluations of Inverse Permutations based on Compositions of Permutations

Yuuki Saitou (Sojo University), Daisaburo Yoshioka (Sojo University)

A Global Lyapunov Function for the Coherent Ising Machine

Jaijeet Roychowdhury (University of Calfornia, Berkeley)

Evaluation and Optimization of Asynchronous Pulse Code Multiple Access Scheme

Naoki Wakamiya (Osaka University), Kenji Leibnitz (NICT), Fedinand Peper (NICT), Mikio Hasegawa (Tokyo University of Science)

7AM-B (10:30 - 12:10)

Chair: Sho Shirasaka (Osaka University)

Benchmarks for Reservoir Computing Based on Pseudo-Billiard Dynamics in Hypercube

Yamato Sakino (Future University Hakodate), Hakaru Tamukoh (Kyushu Institute of Technology), Takashi Morie (Kyushu Institute of Technology), Yuichi Katori (Future University Hakodate)

Consideration of the Output Series Generated by Hysteresis Reservoir Computing

Tsukasa Saito (Tokyo City University), Kenya Jin'no (Tokyo City University)

Enhancement of the Learning Performance by Introducing Dual Topology into an Echo State Network

Renya Kitagawa (Chiba Institute of Technology), Sou Nobukawa (Chiba Institute of Technology)

An Information Theoretic Design for MEMS-based Reservoir Computing

Kazuki Nakada (TDK Corporation), Shunya Suzuki (TDK Corporation), Eiji Suzuki (TDK Corporation), Yukio Terasaki (TDK Corporation), Tomoyuki Sasaki (TDK Corporation), Tetsuya Asai (Hokkaido University)

A novel hardware-efficient polychronous reservoir network based on asynchronous cellular automaton dynamics

Naoki Kato (Hosei University), Hiroyuki Torikai (Hosei University)

7PM1-A (13:40 - 15:20)

Chair: Haruna Matsushita (Kagawa University)

A considerations for the solution search capability of PSO with micro fluctuations

Riku Takatou (Tokyo City University), Kenya Jinno (Tokyo City University)

An algorithm of differential evolution with perturbation for optimization problem

Takuya Muto (Fukuoka Inst of Tech), Michiharu Maeda (Fukuoka Inst of Tech)

An Algorithm of Set-Based Particle Swarm Optimization with Memory for Optimization Problem

Yuta Chikuba (Fukuoka Inst of Tech), Takahiro Hino (Fukuoka Inst of Tech), Michiharu Maeda (Fukuoka Inst of Tech)

Statistical analysis on usage history of bike sharing systems

Honami Tsushima (Tokyo University of Science), Tohru Ikeguchi (Tokyo University of Science)

Approximating the search distribution of particle swarm optimization using mixture distribution

Yoshikazu Yamanaka (Utsunomiya University)

7PM1-B (13:40 - 15:20)

Chair: Daisaburo Yoshioka (Sojo University)

Reservoir-based Convolutional Neural Network

Yuichiro Tanaka (Kyushu Institute of Technology), Hakaru Tamukoh (Kyushu Institute of Technology)

Prediction of Chaos by Data-Driven Hybrid Reservoir Computing

Masaya Muramatsu (Osaka University), Sho Shirasaka (Osaka University), Masaki Nakagawa (Osaka University), Hideyuki Suzuki (Osaka University)

On the Noise Sensitivity of Physical Reservoir Computing in a Ring Array of Atomic Switches

Hiroshi Kubota (Hokkaido University), Tsuyoshi Hasegawa (Hokkaido University), Megumi Akai (Hokkaido University), Tetsuya Asai (Hokkaido University)

Analysis of Functional Connectivity on Reservoir Computing Model

Yoshihiro Yonemura (Future University Hakodate), Yuichi Katori (Future University Hakodate)

Short-term Memory Ability of Reservoir-based Temporal Difference Learning Model

Yu Yoshino (Future University Hakodate), Yuichi Katori (Future University Hakodate)

7PM2-A (15:40 - 17:20)

Chair: Masaki Nakagawa (Osaka University)

Wireless Power Transfer System with Load-Independent Inverse Class-E Oscillator

Yutaro Komiyama (Chiba University), Shuya Matsuhashi (Chiba University), Wenqi Zhu (Chiba University), Kien Nguyen (Chiba University), Takeshi Uematsu (Omron Corporation), Yuki Ito (Omron Corporation), Taichi Mishima (Omron Corporation), Hiroo Sekiya (Chiba University)

Smart Hardware Architecture with Random Weight Elimination and Weight Balancing Algorithms

Emiliano Ali (Hokkaido University), Yoshiku Amemiya (Hokkaido University), Megumi Akai-Kasaya (Hokkaido University, Osaka University), Tetsuya Asai (Hokkaido University)

Dimensionality Reduction of Parameters in Boost Converters with PV Input

Ryutaro Fujikawa (Hosei University), Toshimichi Saito (Hosei University)

Synchronization phenomena of asynchronously coupled cellular automaton phase oscillators and its theoretical analysis

Kentaro Takeda (Hosei University), Hiroyuki Torikai (Hosei University)

A novel hardware-efficient neuronal network with conditioning functions based on asynchronous cellular automaton dynamics

Ryota Ujifuku (Hosei University), Hiroyuki Torikai (Hosei University)

7PM2-B (15:40 - 17:20)

Chair: Yoshikazu Yamanaka (Utsunomiya University)

Japanese Fingerspelling Identification by using Mediapipe

Masanao Yasumuro (Tokyo City University), Kenya Jin'no (Tokyo City University)

Dimensional emotion prediction in music using a convolutional neural network model

Shugaku Takahashi (Tokyo University of Science), Hirotsugu Goto (Tokyo University of Science), Tomokazu Urakawa (Tokyo University of Science), Osamu Araki (Tokyo University of Science)

Analysis on the Relationship between Tissue-Specific Gene Expression and Subgraphs in Gene Regulatory Networks

Haga Cham (Saitama University), Yutaka Shimada (Saitama University)

Analysis of the Influence of Contact Order on Information Diffusion by Surrogate Temporal Network

Luyan Xu (Tokyo University of Science), Kazuya Sawada (Tokyo University of Science), Yutaka Shimada (Saitama University), Tohru Ikeguchi (Tokyo University of Science)

Investigation of Structural Features of Word Co-occurrence Networks with Varying the Numbers of Connected Words

Kihei Magishi (Tokyo University of Science), Tomoko Matsumoto (Tokyo University of Science), Yutaka Shimada (Saitama University), Tohru Ikeguchi (Tokyo University of Science)

December 8th, 2021

8AM-A (10:30 - 12:10)

Chair: Hakaru Tamukoh (Kyushu Institute of Technology)

A novel hardware-efficient auditory neural network model of female cricket based on asynchronous cellular automaton dynamics

Yuto Makabe (Hosei University), Hiroyuki Torikai (Hosei University)

A novel ergodic cellular automaton model of auditory neuron : analysis of pitch shift and efficient implementation

Yui Kishimoto (Hosei University), Hiroyuki Torikai (Hosei University)

Evaluation of the Effect of Phoneme Time Stretching on Speaker Embedding

Taichi Fukawa (Tokyo City University), Kenya Jin'no (Tokyo City University)

Visualization of Nonlinear Relationship Hidden in Money Flows of Japanese Mutual Funds

Takuma Nakamichi (Ibaraki University), Ryouhei Yoshida (Ibaraki University), Riku Tanaka (Daiwa Asset Management), Tomoya Suzuki (Ibaraki University)

Nonlinear Modeling for Equity Valuation by Machine Learning

Yuuki Tsukahara (Ibaraki University), Riku Tanaka (Daiwa Asset Management), Tomoya Suzuki (Ibaraki University)

8AM-B (10:30 - 12:10)

Chair: Takashi Takekawa (Kogakuin University)

Non-Periodic Responses of the Izhikevich Neuron Model with Periodic Inputs

Yota Tsukamoto (Tokyo University of Science), Honami Tsushima (Tokyo University of Science), Tohru Ikeguchi (Tokyo University of Science)

Analyses on effects of target-specific plasticity in recurrent neuronal networks

Hideyuki Kato (Oita University)

Non-linear interaction between two inputs depending on an intrinsic factor in hippocampal granule cells

Naoki Nakajima (Tamagawa University), Tadanobu Kamijo (University of the Ryukyus), Takeshi Aihara (Tamagawa University), Hirofumi Hayakawa (Tamagawa University)

Pupil Diameter Control Model Focusing on the Left-Right Difference of the Neural Activity Locus Coeruleus of ADHD

Hiraku Kumano (Chiba Institute of Technology), Sou Nobukawa (Chiba Institute of Technology), Aya Shirama (National Center of Neurology), Tetsuya Takahashi (Kanazawa University), Shigenobu Toda (Showa University)

Real-time computation of a large-scaled entorhinal-hippocampal spiking neural network using GPU acceleration

Kensuke Takada (Kyushu Institute of Technology), Katsumi Tateno (Kyushu Institute of Technology)

Panel Discussion (13:40 - 15:00)

Chair: Yoshihiko Horio (Tohoku University)

Designing the Human-Centric IoT Society: Cooperative Industry-Academic Strategies for Creative Future Connection
Advance questionnaires

8PM-A (15:20 - 17:00)

Chair: Takeshi Kamio (Hiroshima City University)

Relationship between the number of elements in constraint satisfaction problems and the computation time of HNN

Takumi Genka (Tokyo city university), Kenya Jin'no (Tokyo city university)

Estimating label of data using Fisher criterion

Ryuhei Motoki (Tokyo City University), Kenya Jin'no (Tokyo City University)

An Investigation of the Relationship between Numerical Precision and Performance of Q-Learning for Hardware Implementation

Daisuke Oguchi (Grad. Sch. Eng. Tohoku University), Satoshi Moriya (RIEC. Tohoku University), Hideaki Yamamoto (RIEC. Tohoku University), Shigeo Sato (RIEC. Tohoku University)

Toward Human Cognition-inspired High-Level Decision Making For Hierarchical Reinforcement Learning Agents

Rousslan Dossa (Kobe University), Takashi Matsubara (Osaka University)

High Fidelity Image Coding by Sigma-Delta Cellular Neural Network

Hideharu Toda (Chukyo University), Ryohei Mizutani (Yamazaki Mazak Corporation), Tsuyoshi Otake (Tamagawa University), Hisashi Aomori (Chukyo University)

8PM-B (15:20 - 17:00)

Chair: Katsumi Tateno (Kyushu Institute of Technology)

Detection of EEG Patterns of Circadian Rhythms Using Complexity Analysis

Yuta Iinuma (Chiba Institute of Technology), Sou Nobukawa (Chiba Institute of Technology), Sho Takagi (Chiba Institute of Technology), Haruhiko Nishimura (University of Hyogo)

Analysis to Assess the Complexity and Synchronization of EEG in Aging

Momo Ando (Chiba Institute of Technology), Sou Nobukawa (Chiba Institute of Technology), Mitsuru Kikuchi (Kanazawa University), Tetsuya Takahashi (University of Fukui)

Estimation of degrees of vertices in a network structure inference problem with unobservable vertices

Yuuki Sakakibara (Saitama University), Yutaka Shimada (Saitama University)

Systematization of Laplacian Eigenmaps and Discriminant Analysis

Kazuki Takahashi (Kogakuin University), Takashi Takekawa (Kogakuin University)