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 | 1893 | 2019 |
2022 roadmap on neuromorphic computing and engineering DV Christensen, R Dittmann, B Linares-Barranco, A Sebastian, ... Neuromorphic Computing and Engineering 2 (2), 022501, 2022 | 504 | 2022 |
Reservoir computing with spin waves excited in a garnet film R Nakane, G Tanaka, A Hirose IEEE access 6, 4462-4469, 2018 | 217 | 2018 |
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 | 199 | 2009 |
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 | 181 | 2008 |
Dynamical robustness in complex networks: the crucial role of low-degree nodes G Tanaka, K Morino, K Aihara Scientific reports 2 (1), 232, 2012 | 139 | 2012 |
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 | 124 | 2010 |
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 | 86 | 2006 |
Dynamical robustness of coupled heterogeneous oscillators G Tanaka, K Morino, H Daido, K Aihara Physical review E 89 (5), 052906, 2014 | 69 | 2014 |
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 | 67 | 2018 |
Robustness of multilayer oscillator networks K Morino, G Tanaka, K Aihara Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 83 (5 …, 2011 | 66 | 2011 |
Random and targeted interventions for epidemic control in metapopulation models G Tanaka, C Urabe, K Aihara Scientific reports 4 (1), 5522, 2014 | 64 | 2014 |
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 | 60 | 2008 |
Hybrid pooling for enhancement of generalization ability in deep convolutional neural networks Z Tong, G Tanaka Neurocomputing 333, 76-85, 2019 | 50 | 2019 |
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 | 46 | 2021 |
Multi-reservoir echo state networks with sequence resampling for nonlinear time-series prediction Z Li, G Tanaka Neurocomputing 467, 115-129, 2022 | 40 | 2022 |
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 | 36 | 2016 |
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 | 35 | 2019 |
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 | 34 | 2010 |
Reservoir computing with diverse timescales for prediction of multiscale dynamics G Tanaka, T Matsumori, H Yoshida, K Aihara Physical Review Research 4 (3), L032014, 2022 | 33 | 2022 |