Kazuyuki Aihara

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 64

Top Venues

CoRR

Int. J. Bifurc. Chaos

Neural Networks

J. Robotics Netw. Artif. Life

Publications

Daisuke Inoue, Hiroshi Yamashita, Kazuyuki Aihara, Hiroaki Yoshida
AMPIC: Adaptive Model Predictive Ising Controller for large-scale urban traffic signals. CoRR (2024)
Shihori Koyama, Daisuke Inoue, Hiroaki Yoshida, Kazuyuki Aihara, Gouhei Tanaka
Predicting unobserved climate time series data at distant areas via spatial correlation using reservoir computing. CoRR (2024)
Tempei Kabayama, Yasuo Kuniyoshi, Kazuyuki Aihara, Kohei Nakajima
Designing Chaotic Attractors: A Semi-supervised Approach. CoRR (2024)
Toshitaka Matsuki, Yusuke Sakemi, Kazuyuki Aihara
Chaos-based reinforcement learning with TD3. CoRR (2024)
Jifan Shi, Yang Li, Juan Zhao, Siyang Leng, Kazuyuki Aihara, Luonan Chen, Wei Lin
Deciphering interventional dynamical causality from non-intervention systems. CoRR (2024)
Teppei Otsuka, Aohan Li, Hiroki Takesue, Kensuke Inaba, Kazuyuki Aihara, Mikio Hasegawa
High-Speed Resource Allocation Algorithm Using a Coherent Ising Machine for NOMA Systems. IEEE Trans. Veh. Technol. 73 (1) (2024)
Yusuke Sakemi, Kakei Yamamoto, Takeo Hosomi, Kazuyuki Aihara
Sparse-firing regularization methods for spiking neural networks with time-to-first spike coding. CoRR (2023)
Yusuke Sakemi, Kai Morino, Takashi Morie, Kazuyuki Aihara
A Supervised Learning Algorithm for Multilayer Spiking Neural Networks Based on Temporal Coding Toward Energy-Efficient VLSI Processor Design. IEEE Trans. Neural Networks Learn. Syst. 34 (1) (2023)
Takumi Harada, Kazuyuki Aihara, Hiroyuki Sakai
Trained Latent Space Navigation to Prevent Lack of Photorealism in Generated Images on Style-based Models. CoRR (2023)
Ibuki Matsumoto, Sou Nobukawa, Tomoki Kurikawa, Nobuhiko Wagatsuma, Yusuke Sakemi, Takashi Kanamaru, Nina Sviridova, Kazuyuki Aihara
Optimal Excitatory and Inhibitory Balance for High Learning Performance in Spiking Neural Networks with Long-Tailed Synaptic Weight Distributions. IJCNN (2023)
Takashi Kanamaru, Takao K. Hensch, Kazuyuki Aihara
Maximal Memory Capacity Near the Edge of Chaos in Balanced Cortical E-I Networks. Neural Comput. 35 (8) (2023)
Hiroshi Yamashita, Hideyuki Suzuki, Kazuyuki Aihara
Entropic herding. Stat. Comput. 33 (1) (2023)
Xun Shen, Hampei Sasahara, Masahide Morishita, Jun-ichi Imura, Makito Oku, Kazuyuki Aihara
Model-Free Dominant Pole Placement for Restabilizing High-Dimensional Network Systems via Small-Sample-Size Data. IEEE Access 11 (2023)
Yusuke Sakemi, Sou Nobukawa, Toshitaka Matsuki, Takashi Morie, Kazuyuki Aihara
Learning Reservoir Dynamics with Temporal Self-Modulation. CoRR (2023)
Seiji Uenohara, Kazuyuki Aihara
A Trainable Synapse Circuit Using a Time-Domain Digital-to-Analog Converter. Circuits Syst. Signal Process. 42 (3) (2023)
Chengming Zhang, Yiwen Yang, Shijie Tang, Kazuyuki Aihara, Chuanchao Zhang, Luonan Chen
Contrastively generative self-expression model for single-cell and spatial multimodal data. Briefings Bioinform. 24 (5) (2023)
Kakei Yamamoto, Yusuke Sakemi, Kazuyuki Aihara
Timing-Based Backpropagation in Spiking Neural Networks Without Single-Spike Restrictions. CoRR (2022)
Seiji Uenohara, Kazuyuki Aihara
A 18.7 TOPS/W Mixed-Signal Spiking Neural Network Processor With 8-bit Synaptic Weight On-Chip Learning That Operates in the Continuous-Time Domain. IEEE Access 10 (2022)
Yusuke Sakemi, Kai Morino, Takashi Morie, Takeo Hosomi, Kazuyuki Aihara
A Spiking Neural Network with Resistively Coupled Synapses Using Time-to-First-Spike Coding Towards Efficient Charge-Domain Computing. ISCAS (2022)
Teppei Otsuka, Aohan Li, Hiroki Takesue, Kensuke Inaba, Kazuyuki Aihara, Mikio Hasegawa
High-Speed Resource Allocation Algorithm Using a Coherent Ising Machine for NOMA Systems. CoRR (2022)
Mikio Hasegawa, Hirotake Ito, Hiroki Takesue, Kazuyuki Aihara
Optimization by Neural Networks in the Coherent Ising Machine and its Application to Wireless Communication Systems. IEICE Trans. Commun. (3) (2021)
Gouhei Tanaka, Tadayoshi Matsumori, Hiroaki Yoshida, Kazuyuki Aihara
Reservoir Computing with Diverse Timescales for Prediction of Multiscale Dynamics. CoRR (2021)
Seiji Uenohara, Kazuyuki Aihara
CMOS Mixed-Signal Spiking Neural Network Circuit Using a Time-Domain Digital-To-Analog Converter. ISCAS (2021)
Teppei Otsuka, Komei Kurasawa, Zengchao Duan, Aohan Li, Koya Sato, Hiroki Takesue, Kazuyuki Aihara, Kensuke Inaba, Mikio Hasegawa
Coherent Ising Machine Based Optimal Channel Allocation and User Pairing in NOMA Networks. ICAIIC (2021)
Nina Sviridova, Pietro Artoni, Michela Fagiolini, Takao K. Hensch, Kazuyuki Aihara
. EMBC (2021)
Seiji Uenohara, Kazuyuki Aihara
Time-Domain Digital-to-Analog Converter for Spiking Neural Network Hardware. Circuits Syst. Signal Process. 40 (6) (2021)
Komei Kurasawa, Kota Hashimoto, Aohan Li, Koya Sato, Kensuke Inaba, Hiroki Takesue, Kazuyuki Aihara, Mikio Hasegawa
A High-Speed Channel Assignment Algorithm for Dense IEEE 802.11 Systems via Coherent Ising Machine. IEEE Wirel. Commun. Lett. 10 (8) (2021)
Yusuke Sakemi, Takashi Morie, Takeo Hosomi, Kazuyuki Aihara
Effects of VLSI Circuit Constraints on Temporal-Coding Multilayer Spiking Neural Networks. CoRR (2021)
Hiroshi Yamashita, Kazuyuki Aihara, Hideyuki Suzuki
Accelerating numerical simulation of continuous-time Boolean satisfiability solver using discrete gradient. Commun. Nonlinear Sci. Numer. Simul. 102 (2021)
Yusuke Sakemi, Kai Morino, Timothée G. Leleu, Kazuyuki Aihara
Model-Size Reduction for Reservoir Computing by Concatenating Internal States Through Time. CoRR (2020)
Yusuke Sakemi, Kai Morino, Takashi Morie, Kazuyuki Aihara
A Supervised Learning Algorithm for Multilayer Spiking Neural Networks Based on Temporal Coding Toward Energy-Efficient VLSI Processor Design. CoRR (2020)
Siyang Leng, Kazuyuki Aihara
Common stochastic inputs induce neuronal transient synchronization with partial reset. Neural Networks 128 (2020)
Huu Hoang, Eric J. Lang, Yoshito Hirata, Isao T. Tokuda, Kazuyuki Aihara, Keisuke Toyama, Mitsuo Kawato, Nicolas Schweighofer
Electrical coupling controls dimensionality and chaotic firing of inferior olive neurons. PLoS Comput. Biol. 16 (7) (2020)
Hirotake Ito, Yuchang Jiang, Hiroyuki Yasuda, Hiroki Takesue, Kazuyuki Aihara, Mikio Hasegawa
High-Speed Optimization Method for Resource Allocation in Wireless Communication Systems by Coherent Ising Machine. ICAIIC (2020)
Md. Abdus Samad Kamal, Makito Oku, Tomohisa Hayakawa, Jun-ichi Imura, Kazuyuki Aihara
Early Detection of a Traffic Flow Breakdown in the Freeway Based on Dynamical Network Markers. Int. J. Intell. Transp. Syst. Res. 18 (3) (2020)
Takahiro Inagaki, Kensuke Inaba, Timothée G. Leleu, Toshimori Honjo, Takuya Ikuta, Koji Enbutsu, Takeshi Umeki, Ryoichi Kasahara, Kazuyuki Aihara, Hiroki Takesue
Collective and synchronous dynamics of photonic spiking neurons. CoRR (2020)
Daisuke Inoue, Akihisa Okada, Tadayoshi Matsumori, Kazuyuki Aihara, Hiroaki Yoshida
Traffic Signal Optimization on a Square Lattice using the D-Wave Quantum Annealer. CoRR (2020)
Hiroshi Yamashita, Kazuyuki Aihara, Hideyuki Suzuki
Timescales of Boolean satisfiability solver using continuous-time dynamical system. Commun. Nonlinear Sci. Numer. Simul. 84 (2020)
Yoshito Hirata, Kazuyuki Aihara
Deep Learning for Nonlinear Time Series: Examples for Inferring Slow Driving Forces. Int. J. Bifurc. Chaos 30 (15) (2020)
Takahiro Omi, Naonori Ueda, Kazuyuki Aihara
Fully Neural Network based Model for General Temporal Point Processes. NeurIPS (2019)
Shunya Okuno, Kazuyuki Aihara, Yoshito Hirata
Forecasting high-dimensional dynamics exploiting suboptimal embeddings. CoRR (2019)
Shotaro Tsuji, Kazuyuki Aihara
A Fast Method of Computing Persistent Homology of Time Series Data. ICASSP (2019)
Takahiro Omi, Naonori Ueda, Kazuyuki Aihara
Fully Neural Network based Model for General Temporal Point Processes. CoRR (2019)
Damien Blanchard, Kazuyuki Aihara, Timothée Levi
Snake Robot Controlled by Biomimetic CPGs. J. Robotics Netw. Artif. Life 5 (4) (2019)
Hideyuki Miyahara, Kazuyuki Aihara, Wolfgang Lechner
Quantum Expectation-Maximization Algorithm. CoRR (2019)
Farad Khoyratee, Stephany Mai Nishikawa, Zhongyue Luo, Soo Hyeon Kim, Sylvain Saïghi, Teruo Fujii, Yoshiho Ikeuchi, Kazuyuki Aihara, Timothée Levi
Biomimetic Spiking Neural Network (SNN) Systems for 'In Vitro' Cells Stimulation. ISCAS (2019)
Hiroto Tamura, Yuichi Katori, Kazuyuki Aihara
Possible Mechanism of Internal Visual Perception: Context-dependent Processing by Predictive Coding and Reservoir Computing Network. J. Robotics Netw. Artif. Life 6 (1) (2019)
Jifan Shi, Tiejun Li, Luonan Chen, Kazuyuki Aihara
Quantifying pluripotency landscape of cell differentiation from scRNA-seq data by continuous birth-death process. PLoS Comput. Biol. 15 (11) (2019)
Timothée Levi, Yanchen Guo, Kazuyuki Aihara, Takashi Kohno
Study of real-time biomimetic CPG on FPGA: behavior and evolution. J. Robotics Netw. Artif. Life 4 (4) (2018)
Nina Sviridova, Vladimir V. Savchenko, Maria Savchenko, Kazuyuki Aihara, Kunihiko Okada, Tiejun Zhao
Reconstructed Dynamics of the Imaging Photoplethysmogram. EMBC (2018)
Timothée Levi, Takuya Nanami, Atsuya Tange, Kazuyuki Aihara, Takashi Kohno
Development and Applications of Biomimetic Neuronal Networks Toward BrainMorphic Artificial Intelligence. IEEE Trans. Circuits Syst. II Express Briefs (5) (2018)
Kyohei Kamiyama, Motomasa Komuro, Kazuyuki Aihara
Homoclinic Cycle Bifurcations in Planar Maps. Int. J. Bifurc. Chaos 27 (3) (2017)
Xiaoping Liu, Xiao Chang, Rui Liu, Xiangtian Yu, Luonan Chen, Kazuyuki Aihara
Quantifying critical states of complex diseases using single-sample dynamic network biomarkers. PLoS Comput. Biol. 13 (7) (2017)
Hao San, Rompei Sugawara, Masao Hotta, Tatsuji Matsuura, Kazuyuki Aihara
A 12-bit 1.25MS/s Area-Efficient Radix-Value Self-Estimated Non-Binary Cyclic ADC with Relaxed Requirements on Analog Components. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2) (2017)
Takumi Sase, Yuichi Katori, Motomasa Komuro, Kazuyuki Aihara
Bifurcation Analysis on Phase-Amplitude Cross-Frequency Coupling in Neural Networks with Dynamic Synapses. Frontiers Comput. Neurosci. 11 (2017)
Yang Li, Makito Oku, Guoguang He, Kazuyuki Aihara
Elimination of spiral waves in a locally connected chaotic neural network by a dynamic phase space constraint. Neural Networks 88 (2017)
Muyuan Xu, Yuichi Katori, Kazuyuki Aihara
Stability Analysis on Sparsely Encoded Associative Memory with Short-Term Synaptic Dynamics. Int. J. Bifurc. Chaos 27 (10) (2017)
Daisuke Ito, Tetsushi Ueta, Takuji Kousaka, Kazuyuki Aihara
Bifurcation Analysis of the Nagumo-Sato Model and Its Coupled Systems. Int. J. Bifurc. Chaos 26 (3) (2016)
Ryota Mori, Gouhei Tanaka, Ryosho Nakane, Akira Hirose, Kazuyuki Aihara
Computational Performance of Echo State Networks with Dynamic Synapses. ICONIP (1) (2016)
Tomoshi Otsuki, Kazuyuki Aihara
New variable depth local search for multiple depot vehicle scheduling problems. J. Heuristics 22 (4) (2016)
Hiromasa Sakaguchi, Koji Ogata, Tetsu Isomura, Shoko Utsunomiya, Yoshihisa Yamamoto, Kazuyuki Aihara
Boltzmann Sampling by Degenerate Optical Parametric Oscillator Network for Structure-Based Virtual Screening. Entropy 18 (10) (2016)
Yoshito Hirata, Kai Morino, Taiji Suzuki, Qian Guo, Hiroshi Fukuhara, Kazuyuki Aihara
System identification and parameter estimation in mathematical medicine: examples demonstrated for prostate cancer. Quant. Biol. 4 (1) (2016)
Zhiqiang Tong, Kazuyuki Aihara, Gouhei Tanaka
A Hybrid Pooling Method for Convolutional Neural Networks. ICONIP (2) (2016)
Motomasa Komuro, Kyohei Kamiyama, Tetsuro Endo, Kazuyuki Aihara
Quasi-Periodic Bifurcations of Higher-Dimensional Tori. Int. J. Bifurc. Chaos 26 (7) (2016)
Ryosuke Hosaka, Toshi Nakajima, Kazuyuki Aihara, Yoko Yamaguchi, Hajime Mushiake
Arm-use dependent lateralization of gamma and beta oscillations in primate medial motor areas. Neural Networks 62 (2015)
Masaki Inoue, Hikaru Ikuta, Shuichi Adachi, Jun-ichi Imura, Kazuyuki Aihara
A Computational Method for Robust Bifurcation Analysis and Its Application to Biomolecular Systems. Int. J. Bifurc. Chaos 25 (7) (2015)
Md. Abdus Samad Kamal, Jun-ichi Imura, Tomohisa Hayakawa, Akira Ohata, Kazuyuki Aihara
A Vehicle-Intersection Coordination Scheme for Smooth Flows of Traffic Without Using Traffic Lights. IEEE Trans. Intell. Transp. Syst. 16 (3) (2015)
Takayuki Ishizaki, Kenji Kashima, Antoine Girard, Jun-ichi Imura, Luonan Chen, Kazuyuki Aihara
Clustered model reduction of positive directed networks. Autom. 59 (2015)
Md. Abdus Samad Kamal, Jun-ichi Imura, Tomohisa Hayakawa, Akira Ohata, Kazuyuki Aihara
Traffic Signal Control of a Road Network Using MILP in the MPC Framework. Int. J. Intell. Transp. Syst. Res. 13 (2) (2015)
Hiromichi Tsukada, Hiroshi Fujii, Kazuyuki Aihara, Ichiro Tsuda
Computational model of visual hallucination in dementia with Lewy bodies. Neural Networks 62 (2015)
Takayuki Ishizaki, Henrik Sandberg, Kenji Kashima, Jun-ichi Imura, Kazuyuki Aihara
Dissipativity-Preserving Model Reduction for Large-Scale Distributed Control Systems. IEEE Trans. Autom. Control. 60 (4) (2015)
Tetsushi Ueta, Daisuke Ito, Kazuyuki Aihara
Can a Pseudo Periodic Orbit Avoid a Catastrophic Transition? Int. J. Bifurc. Chaos 25 (13) (2015)
Yoshito Hirata, Motomasa Komuro, Shunsuke Horai, Kazuyuki Aihara
Faithfulness of Recurrence Plots: A Mathematical Proof. Int. J. Bifurc. Chaos 25 (12) (2015)
Taichi Kiwaki, Kazuyuki Aihara
An effect of initial distribution covariance for annealing Gaussian restricted Boltzmann machines. Artif. Intell. Res. 4 (1) (2015)
Ben-gong Zhang, Gouhei Tanaka, Kazuyuki Aihara, Masao Honda, Shuichi Kaneko, Luonan Chen
Dynamics of an HBV Model with Drug Resistance Under Intermittent Antiviral Therapy. Int. J. Bifurc. Chaos 25 (7) (2015)
Daisuke Ito, Tetsushi Ueta, Takuji Kousaka, Jun-ichi Imura, Kazuyuki Aihara
Controlling Chaos of Hybrid Systems by Variable Threshold Values. Int. J. Bifurc. Chaos 24 (10) (2014)
Leo Speidel, Renaud Lambiotte, Kazuyuki Aihara, Naoki Masuda
Steady state and mean recurrence time for random walks on stochastic temporal networks. CoRR (2014)
Rompei Sugawara, Hao San, Kazuyuki Aihara, Masao Hotta
Experimental Implementation of Non-binary Cyclic ADCs with Radix Value Estimation Algorithm. IEICE Trans. Electron. (4) (2014)
Kazuyuki Aihara, Mikio Hasegawa
Optimization, Chaotic Neural Networks, and Coherent Ising Machines [Further Thoughts]. Proc. IEEE 102 (3) (2014)
Md. Abdus Samad Kamal, Jun-ichi Imura, Tomohisa Hayakawa, Akira Ohata, Kazuyuki Aihara
Smart Driving of a Vehicle Using Model Predictive Control for Improving Traffic Flow. IEEE Trans. Intell. Transp. Syst. 15 (2) (2014)
Taichi Kiwaki, Takaki Makino, Kazuyuki Aihara
Approximated Infomax Early Stopping: Revisiting Gaussian RBMs on Natural Images. ICLR (Workshop Poster) (2014)
Takashi Kohno, Kazuyuki Aihara
A qualitative-modeling-based low-power silicon nerve membrane. ICECS (2014)
Md. Abdus Samad Kamal, Jun-ichi Imura, Tomohisa Hayakawa, Akira Ohata, Kazuyuki Aihara
Network-Wide Optimization of Traffic Signals Using Mixed Integer Programming. J. Robotics Mechatronics 26 (5) (2014)
Masaki Inoue, Jun-ichi Imura, Takayuki Arai, Kenji Kashima, Kazuyuki Aihara
Saddle-node bifurcation and its robustness analysis: A mechanism for inducing pluripotency in stem cell. CDC (2014)
Hao San, Rompei Sugawara, Masao Hotta, Tatsuji Matsuura, Kazuyuki Aihara
An area-efficient 12-bit 1.25MS/s radix-value self-estimated non-binary ADC with relaxed requirements on analog components. CICC (2014)
Rui Liu, Xiangtian Yu, Xiaoping Liu, Dong Xu, Kazuyuki Aihara, Luonan Chen
Identifying critical transitions of complex diseases based on a single sample. Bioinform. 30 (11) (2014)
Tohru Kohda, Yutaka Jitsumatsu, Kazuyuki Aihara
Phase-tuned layers with multiple 2D SS codes realize 16PSK communication. WCNC (2014)
Kyohei Kamiyama, Motomasa Komuro, Tetsuro Endo, Kazuyuki Aihara
Classification of Bifurcations of Quasi-Periodic Solutions Using Lyapunov Bundles. Int. J. Bifurc. Chaos 24 (12) (2014)
Mikio Hasegawa, Hiroshi Hirai, Kiyohito Nagano, Hiroshi Harada, Kazuyuki Aihara
Optimization for Centralized and Decentralized Cognitive Radio Networks. Proc. IEEE 102 (3) (2014)
Yasuomi D. Sato, Kazuyuki Aihara
Changes of Firing Rate Induced by Changes of Phase Response Curve in Bifurcation Transitions. Neural Comput. 26 (11) (2014)
Takayuki Ishizaki, Kenji Kashima, Jun-ichi Imura, Kazuyuki Aihara
Model Reduction and Clusterization of Large-Scale Bidirectional Networks. IEEE Trans. Autom. Control. 59 (1) (2014)
Huanfei Ma, Tianshou Zhou, Kazuyuki Aihara, Luonan Chen
Predicting Time Series from Short-Term High-Dimensional Data. Int. J. Bifurc. Chaos 24 (12) (2014)
Sainbayar Sukhbaatar, Takaki Makino, Kazuyuki Aihara
Auto-pooling: Learning to Improve Invariance of Image Features from Image Sequences ICLR (Workshop Poster) (2013)
Tohru Kohda, Yutaka Jitsumatsu, Kazuyuki Aihara
Recovering noncoherent MPSK signal with unknown delay and Doppler using its ambiguity function. ITST (2013)
Tohru Kohda, Yutaka Jitsumatsu, Kazuyuki Aihara
PLL-free receiver for Gabor division/spread spectrum system. WiMob (2013)
Masayasu Suzuki, Jun-ichi Imura, Kazuyuki Aihara
Analysis and stabilization for networked linear hyperbolic systems of rationally dependent conservation laws. Autom. 49 (11) (2013)
Fang Duan, Montri Phothisonothai, Mitsuru Kikuchi, Yuko Yoshimura, Yoshio Minabe, Katsumi Watanabe, Kazuyuki Aihara
Boosting specificity of MEG artifact removal by weighted support vector machine. EMBC (2013)
Masaki Inoue, Jun-ichi Imura, Kenji Kashima, Kazuyuki Aihara
Instability criteria for Lur'e systems toward oscillation analysis of uncertain gene networks. ACC (2013)
Masaki Inoue, Jun-ichi Imura, Kenji Kashima, Kazuyuki Aihara
Instability of uncertain large-scale networks. ASCC (2013)
Rui Liu, Kazuyuki Aihara, Luonan Chen
Dynamical network biomarkers for identifying critical transitions and their driving networks of biologic processes. Quant. Biol. 1 (2) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kazuyuki Aihara