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Gouhei Tanaka
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Recent advances in physical reservoir computing: A review
G Tanaka, T Yamane, JB Héroux, R Nakane, N Kanazawa, S Takeda, ...
Neural Networks 115, 100-123, 2019
15392019
2022 roadmap on neuromorphic computing and engineering
DV Christensen, R Dittmann, B Linares-Barranco, A Sebastian, ...
Neuromorphic Computing and Engineering 2 (2), 022501, 2022
3732022
Reservoir computing with spin waves excited in a garnet film
R Nakane, G Tanaka, A Hirose
IEEE access 6, 4462-4469, 2018
1942018
Complex-valued multistate associative memory with nonlinear multilevel functions for gray-level image reconstruction
G Tanaka, K Aihara
IEEE Transactions on Neural Networks 20 (9), 1463-1473, 2009
1942009
A mathematical model of intermittent androgen suppression for prostate cancer
AM Ideta, G Tanaka, T Takeuchi, K Aihara
Journal of nonlinear science 18, 593-614, 2008
1752008
Dynamical robustness in complex networks: the crucial role of low-degree nodes
G Tanaka, K Morino, K Aihara
Scientific reports 2 (1), 232, 2012
1332012
Mathematical modelling of prostate cancer growth and its application to hormone therapy
G Tanaka, Y Hirata, SL Goldenberg, N Bruchovsky, K Aihara
Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2010
1182010
Synchronization and propagation of bursts in networks of coupled map neurons
G Tanaka, B Ibarz, MAF Sanjuan, K Aihara
Chaos: An Interdisciplinary Journal of Nonlinear Science 16 (1), 2006
852006
Dynamical robustness of coupled heterogeneous oscillators
G Tanaka, K Morino, H Daido, K Aihara
Physical review E 89 (5), 052906, 2014
672014
Robustness of multilayer oscillator networks
K Morino, G Tanaka, K Aihara
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 83 (5 …, 2011
632011
Random and targeted interventions for epidemic control in metapopulation models
G Tanaka, C Urabe, K Aihara
Scientific reports 4 (1), 5522, 2014
622014
Reservoir computing with untrained convolutional neural networks for image recognition
Z Tong, G Tanaka
2018 24th International Conference on Pattern Recognition (ICPR), 1289-1294, 2018
602018
Bifurcation analysis on a hybrid systems model of intermittent hormonal therapy for prostate cancer
G Tanaka, K Tsumoto, S Tsuji, K Aihara
Physica D: Nonlinear Phenomena 237 (20), 2616-2627, 2008
562008
Hybrid pooling for enhancement of generalization ability in deep convolutional neural networks
Z Tong, G Tanaka
Neurocomputing 333, 76-85, 2019
412019
Spin waves propagating through a stripe magnetic domain structure and their applications to reservoir computing
R Nakane, A Hirose, G Tanaka
Physical Review Research 3 (3), 033243, 2021
382021
Wave-based neuromorphic computing framework for brain-like energy efficiency and integration
Y Katayama, T Yamane, D Nakano, R Nakane, G Tanaka
IEEE Transactions on Nanotechnology 15 (5), 762-769, 2016
362016
Phase transitions in mixed populations composed of two types of self-oscillatory elements with different periods
G Tanaka, Y Okada, K Aihara
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 82 (3 …, 2010
332010
Multi-reservoir echo state networks with sequence resampling for nonlinear time-series prediction
Z Li, G Tanaka
Neurocomputing 467, 115-129, 2022
322022
Crisis-induced intermittency in two coupled chaotic maps: Towards understanding chaotic itinerancy
G Tanaka, MAF Sanjuan, K Aihara
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 71 (1 …, 2005
312005
Spatially arranged sparse recurrent neural networks for energy efficient associative memory
G Tanaka, R Nakane, T Takeuchi, T Yamane, D Nakano, Y Katayama, ...
IEEE transactions on neural networks and learning systems 31 (1), 24-38, 2019
302019
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