Room A | Room B | ||
---|---|---|---|

Dec. 6th | 10:00 - 10:30 | Opening ceremony | |

10:30 - 10:50 | Coffee break (20min) | ||

10:50 - 12:10 | 6AM-A | 6AM-B | |

12:10 - 13:40 | Lunch break (90min) | ||

13:40 - 15:20 | 6PM-A | 6PM-B | |

Dec. 7th | 10:30 - 12:10 | 7AM-A | 7AM-B |

12:10 - 13:40 | Lunch break (90min) | ||

13:40 - 15:20 | 7PM1-A | 7PM1-B | |

15:20 - 15:40 | Coffee break (20min) | ||

15:40 - 17:20 | 7PM2-A | 7PM2-B | |

Dec. 8th | 10:30 - 12:10 | 8AM-A | 8AM-B |

12:10 - 13:40 | Lunch break (90min) | ||

13:40 - 15:00 | Panel discussion Advance questionnaires | ||

15:00 - 15:20 | Coffee break (20min) | ||

15:20 - 17:00 | 8PM-A | 8PM-B | |

17:00 - 17:20 | Coffee break (20min) | ||

17:20 - | Closing ceremony | ||

Note that all the workshop sessions are scheduled in JST. |

- 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)

- 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)

- 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)

- 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)

- 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)

- 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)

- 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)

- 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)

- 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)

- 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)

- 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)

- 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)

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

Advance questionnaires

- 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)

- 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)