Gouhei Tanaka | Complex Systems Dynamics

[Journal papers] [Book chapters] [Proceedings] [Review and Reports] [International conference] [National conference] [Patent] [Media] [Others]

Journal papers (referred)

K. Morino, G. Tanaka, K. Aihara
Bifurcation mechanism for emergence of spontaneous oscillations in coupled heterogeneous excitable units
Physical Review E, vol. 98, 052210 (2018).
G. Tanaka, E. Dominguez-Huttinger, P. Christodoulides, K. Aihara, and R. J Tanaka
Bifurcation analysis of a mathematical model of atopic dermatitis to determine patient-specific effects of treatments on dynamic phenotypes
Journal of Theoretical Biology, vol. 448, pp. 66-79 (2018).
R. Nakane, G. Tanaka, and A. Hirose
Reservoir Computing With Spin Waves Excited in a Garnet Film
IEEE ACCESS, vol. 6, pp. 4462-4469 (2018).
T. Yuan and G. Tanaka
Robustness of coupled oscillator networks with heterogeneous natural frequencies
Chaos, vol. 27, 123105 (2017).
B. Wang, Y. Han, and G. Tanaka
Interplay between epidemic spread and information propagation on metapopulation networks
Journal of Theoretical Biology, vol. 420, pp. 18-25 (2017).
M. Nagata, Y. Hirata, N. Fujiwara, G. Tanaka, H. Suzuki, and K. Aihara,
Smoothing effect for spatially distributed renewable resources and its impact on power grid robustness
Chaos, vol. 27, 033104 (2017).
T. Yuan, K. Aihara, and G. Tanaka,
Robustness and Fragility in Coupled Oscillator Networks under Targeted Attacks
Physicial Review E, vol. 95, 012315 (2017).
C. T. Urabe, G. Tanaka, K. Aihara, and M. Mimura,
Parameter Scaling for Epidemic Size in a Spatial Epidemic Model with Mobile Individuals,
PLOS ONE, vol. 11, no. 12, e0168127 (2016).
K. Inoue, H. Shinohara, M. Behar, N. Yumoto, G. Tanaka, A. Hoffmann, K. Aihara, and M. Okada-Hatakeyama
Oscillation Dynamics Underlie Functional Switching of NF-kB for B Cell Activation,
npj Systems Biology and Applications, vol. 2, article no. 16024 (2016).
Y. Katayama, T. Yamane, D. Nakano, R. Nakane, G. Tanaka,
Wave-Based Neuromorphic Computing Framework for Brain-Like Energy Efficiency and Integration,
IEEE Transcations on Nanotechnology, vol. 15, no. 5, pp. 762-769 (2016).
B.-G. Zhang, G. Tanaka, K. Aihara, M. Honda, S. Kaneko, and L. Chen,
Dynamics of an HBV model with drug resistance under intermittent antiviral therapy,
International Journal of Bifurcation and Chaos, vol. 25, no. 7, 1540011 (2015).
Y. Hirata, K. Morino, K. Akakura, C. S. Higano, N. Bruchovsky, T. Gambol, S. Hall, G. Tanaka, K. Aihara,
Intermittent androgen suppression: estimating parameters for individual patients based on initial PSA data in response toandrogen deprivation therapy,
PLOS ONE, vol. 10, no. 6, e0130372 (2015).
T. Sasai, K. Morino, G. Tanaka, J. A. Almendral, and K. Aihara,
Robustness of oscillatory behavior in correlated networks,
PLOS ONE, vol. 10, no. 4, e0123722 (2015).
D. Takeuchi, G. Tanaka, R. Fujie, and H. Suzuki,
Public Opinion Formation with the Spiral of Silence on Complex Social Networks,
Nonlinear Theory and its Applications, IEICE, vol. 6, no. 1, pp. 15--25 (2015).
B. Wang, G. Tanaka, H. Suzuki, and K. Aihara,
Epidemic spread on interconnected metapopulation networks,
Physical Review E, vol. 90, 032806 (2014).
G. Tanaka, C. Urabe, K. Aihara,
Random and Targeted Interventions for Epidemic Control in Metapopulation Models,
Scientific Reports, vol. 4, 5522 (2014).
M. Nagata, N. Fujiwara, G. Tanaka, H. Suzuki, E. Kohda and K. Aihara,
Node-wise Robustness against Fluctuations of Power Consumption in Power Grids,
European Physical Journal Special Topics, DOI:10.1140/epjst/e2014-02215-x (2014).
G. Tanaka, K. Morino, H. Daido, and K. Aihara,
Dynamical Robustness of Coupled Heterogeneous Oscillators,
Physical Review E, vol. 89, issue 5, 052906 (2014).
I. Nishikawa, K. Iwayama, G. Tanaka, T. Horita, and K. Aihara,
Finite-size scaling in globally coupled phase oscillators with a general coupling scheme,
Progress of Theoretical and Experimental Physics, vol. 2014, issue 2, 023A07 (2014).
K. Morino, G. Tanaka, and K. Aihara,
Efficient recovery of dynamic behavior in coupled oscillator networks,
Physical Review E, vol. 88, 032909 (2013).

I. Nishikawa, G. Tanaka, and K. Aihara,
Nonstandard scaling law of fluctuations in finite-size systems of globally coupled oscillators,
Physical Review E, vol. 88, no. 2, 024102 (2013).

G. Tanaka and K. Aihara,
Effects of Seasonal Variation Patterns on Recurrent Outbreaks in Epidemic Models,
Journal of Theoretical Biology, vol. 317, pp. 87-95 (2013).

I. Nishikawa, G. Tanaka, T. Horita, and K. Aihara,
Long-term fluctuations in globally coupled phase oscillators with general coupling: finite size effects,
Chaos, vol. 22, issue 1, 013133 (2012).

G. Tanaka, K. Morino, and K. Aihara,
Dynamical robustness in complex networks: the crucial role of low-degree nodes,
Scientific Reports, vol. 2, 232 (2012).

Y. Hirata, G. Tanaka, N. Bruchovsky, and K. Aihara,
Mathematically modelling and controlling prostate cancer under intermittent hormone therapy,
Asian Journal of Andrology, vol. 14, issue 2, pp. 270-277 (2012).

K. Morino, G. Tanaka, and K. Aihara,
Robustness of Multilayer Oscillator Networks,
Physical Review E, vol. 83, 056208 (2011).

G. Tanaka, Y. Hirata, N. Bruchovsky, S. Goldenberg, and K. Aihara,
Mathematical Modelling of Prostate Cancer Growth and its Application to Hormone Therapy,
Philosophical Transactions of the Royal Society A, vol. 368, pp. 5029-5044 (2010).

G. Tanaka, Y. Okada, and K. Aihara,
Phase Transitions in Mixed Populations Composed of Two Types of Self-Oscillatory Elements with Different Periods,
Physical Review E, vol. 82, no. 3, 035202(R) (2010).

G. Tanaka and K. Aihara,
Complex-Valued Multistate Associative Memory with Nonlinear Multilevel Functions for Gray-Level Image Reconstruction,
IEEE Transactions on Neural Networks, vol. 20, no. 9, pp. 1463-1473 (2009).

G. Tanaka, S. Tsuji, and K. Aihara, Grazing-Induced Crises in Hybrid Dynamical Systems,
Physics Letters A, vol. 373, no. 35, pp. 3134-3139 (2009).

G. Tanaka, K. Tsumoto, S. Tsuji, and K. Aihara,
Bifurcation Analysis on a Hybrid Systems Model of Intermittent Hormonal Therapy for Prostate Cancer,
Physica D, vol. 237, pp. 2616-2627 (2008).

A. Ideta, G. Tanaka, T. Takeuchi, and K. Aihara,
A Mathematical Model of Intermittent Androgen Suppression for Prostate Cancer,
Journal of Nonlinear Science, vol. 18, no. 6, pp. 593-614 (2008).

G. Tanaka and K. Aihara,
Collective Skipping: Aperiodic Phase Locking in Ensembles of Bursting Oscillators,
Europhysics Letters, vol. 78, 10003 (2007).

B. Ibarz, G. Tanaka, M. A. F. Sanjuan, and K. Aihara,
Sensitivity versus resonance in two-dimensional spiking-bursting neuron models,
Physical Review E, vol. 75, 041902 (2007).

G. Tanaka, B. Ibarz, M. A. F. Sanjuan, and K. Aihara,
Synchronization and Propagation of Bursts in Networks of Coupled Map Neurons,
Chaos, vol. 16, no. 1, 013113 (2006).

G. Tanaka and K. Aihara,
Multistate Associative Memory with Parametrically Coupled Map Networks,
International Journal of Bifurcation and Chaos, vol. 15, no. 4, pp. 1395-1410 (2005).

G. Tanaka, M. A. F. Sanjuan, and K. Aihara,
Crisis-induced Intermittency in Two Coupled Chaotic Maps: Towards Understanding Chaotic Itinerancy,
Physical Review E, vol. 71, no. 1, 016219 (2005).

G. Tanaka, S. Murashige, and K. Aihara,
Bifurcation Structures of Period-Adding Phenomena in an Ocean Internal Wave Model,
International Journal of Bifurcation and Chaos, vol. 13, no. 11, pp. 3409-3424 (2003).

Book chapters

G. Tanaka, K. Morino, and K. Aihara,
Dynamical Robustness of Complex Biological Networks,
In: (Eds) T. Ohira and T. Uzawa, Mathematical Approaches to Biological Systems: Networks, Oscillations, and Collective Motions, Springer, Chapter 2, pp. 29-53 (2015).

田中剛平,
複素数と情報処理,
「社会を変える驚きの数学」(合原一幸編著), ウェッジ選書, pp. 193-197 (2008).

Conference proceedings (referred)

D. Ito, R. Shirasawa, S. Hattori, S. Tomiya, G. Tanaka
Prediction of molecular packing motifs in organic crystals by neural graph fingerprints
International Conference on Neural Information Processing (ICONIP), accepted.
A. Hirose, G. Tanaka, S. Takeda, T. Yamane, H. Numata, N. Kanazawa, J. B. Heroux, D. Nakano, R. Nakane,
Proposal of carrier-wave reservoir computing
International Conference on Neural Information Processing (ICONIP), accepted.
T. Yamane, H. Numata, J. B. Heroux, N. Kanazawa, S. Takeda, G. Tanaka, R. Nakane, A. Hirose, and D. Nakano
Dimensionality Reduction by Reservoir Computing and Its Application to IoT Edge Computing
International Conference on Neural Information Processing (ICONIP), accepted.
Z. Tong and G. Tanaka
Reservoir Computing with Untrained Convolutional Neural Networks for Image Recognition
Proc. International Conference on Pattern Recognition (ICPR, Beijing, Aug. 20-24), to appear.
G. Tanaka, R. Nakane, T. Yamane, S. Takeda, D. Nakano, S. Nakagawa, A. Hirose
Nonlinear Dynamics of Memristive Networks and its Application to Reservoir Computing
Proc. Int. Symp. Nonlinear Theory and its Applications (NOLTA, Cancun, Mexico, Dec. 4-7, Oral, Dec. 5), pp. 182-185 (2017).
A. Hirose, S. Takeda, T. Yamane, D. Nakano, S. Nakagawa, R. Nakane, and G. Tanaka
Complex-Valued Neural Networks to Realize Energy-Efficient Neural Networks Including Reservoir Computing
Proc. Int. Symp. Nonlinear Theory and its Applications (NOLTA, Cancun, Mexico, Dec. 4-7, Oral, Dec. 5), pp. 186-188 (2017).
G. Tanaka, R. Nakane, T. Yamane, S. Takeda, D. Nakano, S. Nakagawa, A. Hirose
Waveform Classification by Memristive Reservoir Computing
Proc. Int. Conf. Neural Information Processing (ICONIP, Guangzhou, Nov. 14-18, Oral, Nov. 15), pp. 457-465 (2017).
A. Hirose, S. Takeda, T. Yamane, D. Nakano, S. Nakagawa, R. Nakane, and G. Tanaka
Complex-valued neural networks for wave-based realization of reservoir computing
Proc. Int. Conf. Neural Information Processing (ICONIP, Guangzhou, Nov. 14-18, Oral, Nov. 15), pp. 449-456 (2017).
T. Yamane, S. Takeda, D. Nakano, G. Tanaka, R. Nakane, A. Hirose, S. Nakagawa
Simulation Study of Physical Reservoir Computing by Nonlinear Deterministic Time Series Analysis
Proc. Int. Conf. Neural Information Processing (ICONIP, Guangzhou, Nov. 14-18, Oral, Nov. 15), pp. 639-647 (2017).
T. Yuan, K. Aihara, G. Tanaka
Theory for Dynamical Robustness of Complex Networks against Targeted Attacks
Proc. Int. Symp. Nonlinear Theory and Its Applications (NOLTA, Yugawara, Nov. 27-30, Oral, Nov. 30), pp. 602-605 (2016).
G. Tanaka, R. Nakane, T. Yamane, D. Nakano, S. Takeda, S. Nakagawa, and A. Hirose,
Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture
Proc. Int. Conf. Neural Information Processing (ICONIP, Kyoto, Oct. 16-21, Oral, Oct. 17), Springer International Publishing, pp. 187-194 (2016).
R. Mori, G. Tanaka, R. Nakane, A. Hirose, and K. Aihara,
Computational Performance of Echo State Networks with Dynamic Synapses
Proc. Int. Conf. Neural Information Processing (ICONIP, Kyoto, Oct. 16-21, Oral, Oct. 17), Springer International Publishing, pp. 264-271 (2016).
S. Takeda, D. Nakano, T. Yamane, G. Tanaka, R. Nakane, A. Hirose, and S. Nakagawa
Photonic Reservoir Computing Based on Laser Dynamics with External Feedback
Proc. Int. Conf. Neural Information Processing (ICONIP, Kyoto, Oct. 16-21, Oral, Oct. 17), Springer International Publishing, pp. 222-230 (2016).
T. Yamane, S. Takeda, D. Nakano, G. Tanaka, R. Nakane, S. Nakagawa, and A. Hirose,
Dynamics of reservoir computing at the edge of stability
Proc. Int. Conf. Neural Information Processing (ICONIP, Kyoto, Oct. 16-21, Oral, Oct. 17), Springer International Publishing, pp. 205-212 (2016).
Z. Tong, K. Aihara, and G. Tanaka
A Hybrid Pooling Method for Convolutional Neural Networks
Proc. Int. Conf. Neural Information Processing (ICONIP, Kyoto, Oct. 16-21, Oral, Oct. 18), Springer International Publishing, pp. 454-461 (2016).
G. Tanaka,
An Application of Dynamical Robustness Analysis to Power Grids,
Proc. Int. Symp. Nonlinear Theory and its Applications (NOLTA, HongKong, Dec. 1-4, Oral, Dec. 2) pp. 30-33 (2015).
M. Nagata, Y. Hirata, N. Fujiwara, G. Tanaka, H. Suzuki, and K. Aihara,
Detecting Early Warning Signals for Blackouts in Power Grids from theViewpoint of Nonlinear Dynamics,
Proc. Int. Symp. Nonlinear Theory and its Applications (NOLTA, HongKong, Dec. 1-4, Oral, Dec. 2), pp. 22-25 (2015).
T. Yamane, Y. Katayama, R. Nakane, G. Tanaka, and D. Nakano,
Wave-based reservoir computing by synchronization of coupled oscillators,
Proc. Int. Conf. Neural Information Processing (ICONIP, Istanbul, Nov. 9-12, Oral, Nov. 11), In S. Arik et al. (Eds.): ICONIP 2015, Part III, LNCS 9491, pp. 198-205 (2015).
Y. Katayama, T. Yamane, D. Nakano, R. Nakane, and G. Tanaka,
Wave-Based Neuromorphic Computing Framework Toward Atomic-Scale Integration,
The 15th Int. Conf. on Nanotechnology (IEEE NANO, Rome, Jul. 27-30, Oral, Jul. 27) (2015).
Y. Katayama, T. Yamane, D. Nakano, R. Nakane, and G. Tanaka,
Wave-Based Device Scaling Concept for Brain-Like Energy Efficiency and Integration,
IEEE/ACM Int. Symp. on Nanoscale Architectures (NANOARCH, Boston, Jul. 8-10, Oral, Jul. 8), pp. 23-24 (2015).
Z. Tong and G. Tanaka,
A Pruning Method Based on Weight Variation Information for Feedforward Neural Networks,
The 4th IFAC Conference on Analysis and Control of Chaotic Systems (Tokyo, Aug. 26-28, Oral, Aug. 28), pp. 221-226 (2015).
G. Tanaka, T. Yamane, D. Nakano, R. Nakane, and Y. Katayama,
Regularity and Randomness in Modular Network Structures for Neural Associative Memories
Proc. Int. Joint Conf. on Neural Networks (IJCNN, Jul. 12-17, Oral, Jul. 14) pp. 1-7 (2015).
G. Tanaka, T. Yamane, D. Nakano, R. Nakane, and Y. Katayama,
Hopfield-Type Associative Memory with Sparse Modular Networks,
The 21st Int. Conf. Neural Information Processing (ICONIP, Kuching, Nov. 3-6, Oral, Nov. 5), In L.C. Kiong et al. (Eds.) ICONIP 2014, Part I, LNCS, vol. 8834, pp. 255-262 (2014).
M. Nagata, N. Fujiwara, I. Nishikawa, G. Tanaka, H. Suzuki, and K. Aihara,
Phase-model analysis of supply stability in power grid of Eastern Japan
Proc. Int. Symp. Nonlinear Theory and its Applications (NOLTA, Santa Fe, Sep. 8-11, Oral, Sep. 9), pp. 69-72 (2013).
G. Chesi, G. Tanaka, Y. Hirata, and K. Aihara,
On the Analysis of the Bifurcation Sets of Equilibrium Points in Parameter Space,
Proc. 2013 European Control Conference (Zurich, Jul. 17-19, Oral, Jul. 17), pp. 670-675 (2013)
G. Tanaka, K. Morino, and K. Aihara,
Dynamical robustness in synaptically coupled neuronal networks,
Proc. Int. Symp. Nonlinear Theory and its Applications (NOLTA, Mallorca, Oct. 22-26, Oral, Oct. 25), pp. 594-597 (2012).
B.-G. Zhang, G. Tanaka, L. Chen, and K. Aihara,
Dynamical modeling of chronic myeloid leukemia progression and the development of mutations,
Proc. IEEE Int. Conf. on Bioinformatics and Biomedicine (Philadelphia, Oct. 4-7, Oral, Oct. 4), pp. 130-135 (2012).
G. Tanaka, K. Morino, and K. Aihara,
Phase Transitions in Complex Networks of Active and Inactive Oscillators,
Proc. the 5th Int. Sci. Conf. Physics and Control (Leon, Sep. 5-8, Oral, Sep. 7), IPACS Electronic library (2011).
G. Tanaka and K. Aihara,
Backpropagation Learning Algorithm for Multilayer Phasor Neural Networks,
The 16th Int. Conf. Neural Information Processing (ICONIP, Bangkok, Dec. 1-5, Dec. 4), In C.S. Leung, et al. (Eds.): ICONIP 2009, Part I, LNCS 5863, pp. 484-493, Springer, Heidelberg (2009).

G. Tanaka and K. Aihara,
A Heuristic Approach to Graph Coloring Problems with Complex-Valued Neural Networks,
Proc. Int.~Symp.~Nonlinear Theory and its Applications (NOLTA, Budapest, Sep. 7-10, Oral, Sep. 9), pp. 468-471 (2008).

G. Tanaka and K. Aihara,
Complex-valued Multistate Associative Memory with Nonlinear Multilevel Functions for Gray-level Image Reconstruction,
Proc. of IEEE World Congress on Computational Intelligence (WCCI, HongKong, Jun. 1-6, Oral, Jun. 2), NN0854, CD-ROM (2008).

K. Aihara, G. Tanaka, T. Suzuki, and Y. Hirata,
A Hybrid Systems Approach to Hormonal Therapy of Prostate Cancer and its Nonlinear Dynamics,
Int. Conf. Noise and Fluctuations (Tokyo, Sep. 9-14), AIP Conf. Proc., vol. 922, pp. 479-482, Oral (2008).

G.~Tanaka and K.~Aihara, Local and Global Bifurcations in a Mathematical Model of Intermittetnt Androgen Suppression Therapy for Prostate Cancer,
Proc. of the 19th Int. Conf. of Noise and Fluctuations (ICNF, Tokyo, Sep. 9-14, Oral), pp. 479-482 (2007).

G. Tanaka and K. Aihara,
Multistate associative memory with parametrically coupled circle maps,
Proc. of Asia-Pacific Conf. on Circuits and Systems (APCCAS, Tainan, Dec. 6-9, Oral), pp. 1017-1020 (2004).

G. Tanaka and K. Aihara,
An Explosion of Chaotic Attractors in Two Coupled Logistic Maps,
Proc. of the 11th Int. Workshop on Nonlinear Dynamics of Electronic Systems (NDES, Scuol, May 18-21, Oral), pp. 275-278 (2003).
G. Tanaka and K. Aihara,
Combinatorial Optimization with Networks of Parametrically Coupled Sine Circle Maps,
Proc. of Int. Symp. on Nonlinear Theory and its Applications (NOLTA, Xi'an, Oct. 7-11), pp. 271-274 (2002).

G. Tanaka, S. Murashige, and K. Aihara,
Bifurcation Analysis of an Ocean Internal Wave Model,
Int. Symp. on Nonlinear Theory and its Applications (NOLTA, Miyagi, Oct. 28-Nov. 1), pp. 7-10 (2001).

Review articles, technical reports, etc.

田中剛平
細胞システムの動態と分岐理論,
生物物理, vol. 56, no. 6, pp. 340-344 (2016).
田中剛平，
書評「複素ニューラルネットワーク第２版 (廣瀬明著)」
数理科学，No. 643, p. 61 (2017).
三崎貴子他,
風疹流行に伴う川崎市の緊急ワクチン接種事業
病原微生物検出情報(IASR), Vol. 37, No. 10 (No. 440), pp. 204-206 (2016).
田中剛平,
数理工学を応用した感染症対策システムの考え方と仕組みについて,
JMAマネジメント, 日本能率協会, vol.2, no.5, pp.26-27 (2014).
永田基樹, 藤原直哉, 西川功, 田中剛平, 鈴木秀幸, 合原一幸,
位相モデルを用いた東日本送電網における周波数同期の解析，
生産研究, vol. 65, no. 3, pp. 295-299 (2013).
G. Tanaka,
Book Review on "Complex-Valued Neural Networks: Advances and Applications,"
IEEE Computational Intelligence Magazine, vol. 8, no. 2, pp. 77-79 (2013).
山本浩貴, 田中剛平, 合原一幸,
インフルエンザ流行モデルにおける動的ワクチン配分の最適制御問題,
生産研究,vol. 64, no. 3, pp.313-318 (2012).
田中剛平,奥牧人,合原一幸, 複雑系数理モデル学とシミュレーション,
シミュレーション,vol. 30, no. 4, pp. 42-47 (2011).
G. Tanaka,
Analysis of a learning algorithm for a single phasor neuron,
RIMS Kokyuroku, Research on Complex Dynamics and Related Fields, vol. 1762, pp. 1-12 (2011).
G. Tanaka,
Complex-Sigmoid Function for Complex-Valued Neural Networks,
RIMS Kokyuroku,Dynamical Systems - Theories to Applications and Applications to Theories, vol. 1742, pp. 145-157 (May, 2011).

田中剛平, 平田祥人, 山田泰司, 高橋純, 合原一幸,
数理モデルに基づくテーラーメード前立腺癌間歇的内分泌療法,
泌尿器外科, vol. 24, no. 1, pp. 31-38 (2011).

田中剛平, 合原一幸,
感染症流行モデルによる感染力を低下させる予防手段の効果に関する試算,
生産研究, 東京大学 (2009).

岡田祐典, 田中剛平, 河野崇, 合原一幸,
1周期と2周期のリミットサイクル振動子の結合系における個数比の影響に関する数値的解析,
電子情報通信学会技術報告, vol. 109, no. 269 (NLP2009-118), pp.203-208 (2009).

田中剛平, 合原一幸,
複素数と数理工学,
数理科学 (特集「複素数」), サイエンス社, 8月号, pp. 54-55 (2009).

田中剛平,合原一幸,
非線形多値関数を用いた複素連想記憶モデル,
電子情報通信学会技術報告, vol. 107, no. 478, pp. 13-18 (2008).

田中剛平,
カオス工学は何を可能にしたか,
科学（特集「非線形現象の工学応用に向けて」), 岩波書店, 11月号, pp. 1242-1245 (2008).

A. M. Ideta, G. Tanaka, T. Takeuchi, and K. Aihara,
A Mathematical Model of Intermittent Androgen Suppression Remedy for Prostate Cancer,
Mathematical Engineering Technical Report, University of Tokyo, METR 2006-32 (2006).

田中剛平,合原一幸,
2次元写像を用いたバーストセルモデルの解析,
電子情報通信学会技術報告, vol. 103, no. 334, pp. 73-78 (2003).

International conferences

R. Nakane, G. Tanaka, A. Hirose
Demonstration of spin-wave-based reservoir computing for next-generation machine-learning devices
International Conference on Magnetism (Moscone Center, San Francisco, July 15-20), Poster, B6-10 (2018).
G. Tanaka
Reservoir computing with memristor networks
The 3rd Workshop on Bio-inspired Energy-Efficient Information Systems (The University of Tokyo, Mar. 12), Oral (2018).
G. Tanaka
Sparse Optimization for Energy Efficient Neural Associative Memories
The 3rd Workshop on Bio-inspired Energy-Efficient Information Systems (The University of Tokyo, Mar. 12), Poster (2018).
Z. Tong and G. Tanaka
MNIST Image Classification by Reservoir Computing with Untrained Convolutional Neural Networks
The 3rd Workshop on Bio-inspired Energy-Efficient Information Systems (The University of Tokyo, Mar. 12), Poster (2018).
Z. Hei and G. Tanaka
Effect of spatial reservoir structures on the performance of reservoir computing
The 3rd Workshop on Bio-inspired Energy-Efficient Information Systems (The University of Tokyo, Mar. 12), Poster (2018).
Y. Takizawa, G. Tanaka,
A Cascading Failure Model in Power Network Systems with Imbalance between Supply and Demand
International School and Conference on Network Science (NetSciX-2018) (Hangzhou, Jan. 4-8), Poster, Jan. 6 (2018).
G. Tanaka, K. Morino, T. Yuan, and K. Aihara,
Dynamical Robustness of Coupled Oscillator Networks
International workshop on analysis of phase dynamics and its application to biological phenomena (RCAST, The Univesity of Tokyo), Invited talk, June 30 (2017).
K. Morino, G. Tanaka, and K. Aihara,
Dynamical Behavior in Coupled Heterogeneous Excitable Phase Oscillators
International workshop on analysis of phase dynamics and its application to biological phenomena (RCAST, The Univesity of Tokyo), Invited talk, June 30, (2017).
J. Almendral, T. Sasai, K. Morino, G. Tanaka, K. Aihara,
The Importance of Assortativity to Improve Dynamical Robustness in Complex Networks
SIAM Conference on Applications of Dynamical Systems (Snowbird, May 21-25), Oral, May 23, Abstract book, p. 120 (2017).
K. Morino, G. Tanaka, K. Aihara,
Spontaneous oscillation in coupled heterogeneous excitable phase oscillators
Dynamics Days US (Maryland, Jan. 4-6), Poster, Jan. 5 (2017).
G. Tanaka,
Bifurcation Analysis for Disease Models
School/Workshop on Applicable Theory of Switched Systems (University of Texas at Dallas, June 6-10), Invited talk, June 9 (2016).
K. Morino, G. Tanaka, K. Aihara
Bifurcation analysis of coupled heterogeneous phase oscillators
Dynamics Days Europe (Corfu, Greece, June 6-10), Poster, June 7 (2016).
J. Almendral, T Sasai, K. Morino, G. Tanaka, K. Aihara
Robustness of oscillatory behavior in correlated networks
Dynamics Days Europe (Corfu, Greece, June 6-10), Oral, June 7 (2016).
G. Tanaka,
Bifurcation Analysis for Cellular Systems - NF-kappaB signaling pathway
2016 A3 Workshop on Interdisciplinary Research Connecting Mathematics and Biology (Peking University, Apr. 22-24), Invited talk, Apr. 22 (2016).
G. Tanaka,
Neural Associative Memory with Sparse Modular Structures
The 2nd Workshop on Bio-inspired Energy-Efficient Information Systems (The University of Tokyo, Mar. 2nd), Invited talk (2016).
G. Tanaka,
Network robustness and brain-inspired computing,
IBM Workshop on Brain-Inspired Computing (IBM Watson Research Center, New York, Apr. 29), Invited talk (2015).
K. Morino, G. Tanaka, K. Aihara,
Robustness of Networks Composed of Coupled Heterogeneous Excitable and Oscillatory Units,
Dynamics Days U.S. (Rice University, Houston, Jan. 9-11), Poster, Jan.10 (2015).
M. Nagata, N. Fujiwara, G. Tanaka, H. Suzuki, E. Kohda, and K. Aihara,
Effect of Path Length on Robustness in Power Grids,
Social Modeling and Simulations + Econophysics Colloquium 2014 (Kobe, Nov. 4-6), Poster, no. 4pPS9, Nov. 5 (2014).
M. Nagata, N. Fujiwara, G. Tanaka, H. Suzuki, E. Kohda and K. Aihara,
Relation between Robustness and Topology in Power Grids,
International School and Conference on Network Science (Carifornia, Jun. 4-6, 2014), Poster, no. 96, Jun. 5 (2014).
G. Tanaka,
Exploring Neural Networks with Sparse Connectivity for Information Processing,
Workshop on Bio-inspired Energy-efficient Information Systems (Tokyo, Jan. 10), Invited talk (2014).
K. Morino, G. Tanaka, K. Aihara,
Failure recovery in complex networks composed of active and inactive oscillators,
Network Frontier Workshop 2013 (Northwestern University, Dec. 4-6), Oral, Dec. 6 (2013).
G. Tanaka, C. Urabe, K. Aihara,
Epidemic spreading in metapopulation networks with heterogeneous infection risks,
EPIDEMICS 4 (Amsterdam, Nov. 19-22), Poster, Nov. 21 (2013).
B. Wang, G. Tanaka, H. Suzuki, K. Aihara,
Epidemic spread in interconnected metapopulation networks,
The 3rd Int. Symp. on Innovative Mathematical Modelling (Tokyo, Nov. 12-15), Book of Abstracts, p.126, Poster, Nov. 15 (2013).
I. Nishikawa, G. Tanaka, K. Aihara,
Nonstandard scaling law of fluctuations in globally coupled oscillator systems,
The 3rd Int. Symp. on Innovative Mathematical Modelling (Tokyo, Nov. 12-15), Book of Abstracts, p.113, Poster, Nov. 15 (2013).
K. Morino, G. Tanaka, K. Aihara,
Effective strategy to recover global oscillation in damaged oscillator networks,
The 3rd Int. Symp. on Innovative Mathematical Modelling (Tokyo, Nov. 12-15), Book of Abstracts, p.112, Poster, Nov. 15 (2013).
G. Tanaka,
Epidemic Spreading in Metapopulation Networks and its Control: Theory and Applications,
The 3rd Int. Symp. on Innovative Mathematical Modelling (Tokyo, Nov.12-15), Book of Abstracts, pp. 38-39, Invited talk, Nov. 14 (2013).
S. Arai, Y. Matsunaga, J. Suehiro, G. Tanaka, K. Aihara,
Primary Phenomenon in the Network Formation of Endothelial Cells: Effect of Charge,
The 3rd Int. Symp. on Innovative Mathematical Modelling (Tokyo, Nov. 12-15), Poster, Nov. 14 (2013).
G. Tanaka, K. Morino, K. Aihara,
Dynamical Robustness of Complex Oscillator Networks,
The 33rd Dynamics Days Europe (Madrid, June 3-7), Book of Abstracts, p. 44, Oral, Jun. 3 (2013).
K. Tokuda, Y. Katori, G. Tanaka, K. Aihara,
A mathematical model for switching between representation of current places and reactivation of stored sequences in hippocampal pyramidal neurons,
JSPS Core-to-Core Program and Specially Promoted Research Joint Symposium (Tokyo, Mar. 26-27), Abstracts, C9, Poster, Mar. 27 (2013).
K. Morino, G. Tanaka, K. Aihara,
Theoretical study on recovery of dynamic behavior in damaged biological networks,
JSPS Core-to-Core Program and Specially Promoted Research Joint Symposium (Tokyo, Mar. 26-27), Abstracts, C10, Poster, Mar. 27 (2013).
T. Sasai, K. Morino, G. Tanaka, K. Aihara,
Effect of Assortativity on Dynamical Robustness of Oscillator Networks,
JSPS Core-to-Core Program and Specially Promoted Research Joint Symposium (Tokyo, Mar. 26-27), Abstracts, C11, Poster, Mar. 27 (2013).
G. Tanaka,
Robustness and fragility of dynamics on complex networks,
Int. Conf. on Towards Mathematical Foundations of Complex Network Theory (Kyoto, Sep. 14-16), Abstracts, I10, Invited talk, Sep. 16 (2012).
K. Morino, G. Tanaka, K. Aihara,
Clustering in complex networks of coupled excitable and oscillatory phase oscillators,
Int. Conf. on Towards Mathematical Foundations of Complex Networks Theory (Kyoto, Sep. 14-16), Abstracts, P9, Poster, Sep, 15 (2012).
G. Tanaka, C. Urabe, and K. Aihara,
Epidemic Spreading in Heterogeneous Metapopulation Networks Composed of High-risk and Low-risk Patches, Workshop of Epidemics on Networks: Current Trends and Challenges (Girona, Sep. 5-7), Book of Abstracts, pp. 62-64, Short talk and Poster, Sep. 6 (2012).
G. Tanaka,
Towards Understanding Robustness of Dynamics and Function in Neural Networks,
The 2nd International Workshop on Brain Inspired Computing (Tsukuba, Jun. 4-5), Abstracts, p. 9, Invited talk, Jun. 4 (2012).
K. Morino, G. Tanaka, and K. Aihara,
Phase Transitions in Complex Networks Composed of Excitable and Oscillatory Elements,
The 2nd Int. Symp. on Innovative Mathematical Modelling (Tokyo, May 15-18), Abstracts, p. 86, Poster, May 16 (2012).
I. Nishikawa, K. Iwayama, G. Tanaka, T. Horita, and K. Aihara,
Effects of coupling schemes on finite size scaling in globally coupled phase oscillators,
The 2nd Int. Symp. on Innovative Mathematical Modelling (Tokyo, May 15-18), Abstracts, p. 85, Poster, May 16 (2012).
G. Tanaka, K. Morino, and K. Aihara,
Dynamical Robustness in Complex Networks of Heterogeneous Oscillators,
The 2nd Int. Symp. on Innovative Mathematical Modelling (Tokyo, May 15-18), Abstracts, p. 79, Poster, May 15 (2012).
G. Tanaka,
Network robustness in populations of interacting biological oscillators,
ESF-JSPS Frontier Science Conference for Young Researchers, Mathematics for innovation: large and complex systems (Tokyo, Feb. 28-Mar. 4), Abstract book, pp. 122-123, Poster, Feb. 29, Oral, Mar. 3 (2012).

G. Tanaka and K. Aihara,
Bifurcation analyses of switched dynamical systems: applications to disease dynamics,
Workshop on Applied Dynamical Systems (Kyoto, Dec. 3-4), Oral, Dec. 3 (2011).

G. Tanaka, K. Morino, and K. Aihara,
Nonlinear Dynamics in Mixed Populations of Periodic and Chaotic Oscillators,
Kyoto Workshop on NOLTA (Kyoto, Nov. 30), Poster (2011).

K. Morino, G. Tanaka, and K. Aihara,
Aging Transitions in Multi-layer Networks of Coupled Oscillators, IUTAM Symposium on 50 Years of Chaos: Applied and Theoretical (Kyoto, 28-Dec. 2), Poster, Nov. 30 (2011).

G. Tanaka, H. Cao, and K. Aihara,
Aging Transitions in a Network of Neural Oscillators,
Int. Conf. Industrial and Applied Mathematics (ICIAM) (Vancouver, Jul. 18-22), Poster, Jul. 19 (2011).

G. Tanaka, K. Morino, and K. Aihara,
Robustness of Scale-free Networks of Oscillators against Partial Inactivation,
The 1st Int. Symp. on Innovative Mathematical Modlling (Tokyo, Feb. 28-Mar. 2), Poster, Mar. 1 (2011).

K. Morino, G. Tanaka, and K. Aihara,
Robustness of Multi-Layer Networks Composed of Mixed Oscillators,
Dynamics Days U.S. (North Carolina, Jan. 5-8), Poster, Jan. 6 (2011).

G. Tanaka and K. Aihara,
Mathematical Modelling of Prostatic Tumor Growth under Intermittent Hormone Therapy,
Workshop on Mathematical Modeling of Prostate Cancer (Santa Fe, Jul. 30-31), Invited talk, Jul. 31 (2010).

G. Tanaka and K. Aihara,
Nonlinear Dynamics and Bifurcations in a Hybrid Dynamical System of Infectious Disease,
The 3rd Int. Conf. on Dynamics, Vibration, and Control (Hanzhou, May 12-14), Poster, May 12 (2010).

G. Tanaka and K. Aihara,
Effect of Aging on Dynamics in Small-World Networks of Rossler Oscillators,
Dynamics Days U.S. (Evanston, Jan. 4-7), Poster, Jan. 5 (2010).

G. Tanaka, S. Tsuji, and K. Aihara,
Grazing-Induced Crisis of a Chaotic Attractor in Hybrid Dynamical Systems,
Dynamics Days U.S. (San Diego, Jan. 8-11), Poster, Jan. 9 (2009).

G. Tanaka, S. Tsuji, and K. Aihara
Effects of Noise on a Hybrid Systems Model of Intermittent Hormonal Therapy for Prostate Cancer,
Int. Conf. Stochastic Resonance (Perugia, Aug. 17-21), Abstract book, p. 47, Oral, Aug. 20 (2008).

G. Tanaka and K. Aihara,
Bifurcation Analysis of a Hybrid System and its Application to Biomedical Science,
Nonlinear Dynamics and Chaos: Advances and Perspectives (Aberdeen, Sep. 17-21), Oral, Sep. 17 (2007).

G. Tanaka and K. Aihara,
Local and Global Bifurcations in a Mathematical Model of Intermittetnt Androgen Suppression Therapy for Prostate Cancer,
The 2nd Int. Conf. on Dynamics, Vibration, and Control (Beijing, Aug. 23-26), Oral, Aug. 24 (2006).

G. Tanaka and K. Aihara,
Deterministic Coherence Resonance in Coupled Neural Oscillators,
Dynamics Days U.S. (Maryland), Poster, Jan. 4 (2006).

G. Tanaka,
Synchronization and Propagation of Bursts in Networks of Coupled Neurons,
Int. Workshop on Synchronization: Phenomena and Analyses (Tokyo, Oct. 3-6), Oral (2006).

G. Tanaka and K. Aihara,
Deterministic Coherence Resonance in Networks of Coupled Chaotic Neural Oscillators,
BIOCOMP (Salerno, Dec. 12-16), Poster (2005).

G. Tanaka
Coupling-Induced Coherence Resonance without Noise,
Int. Symp. Complexity Modelling and its Applications (Tokyo, Nov. 21-23), Oral, Nov. 23 (2005).

G. Tanaka and K. Aihara,
Applications of Bifurcations to Associative Memory Models,
Int. Conf. Recent Advances in Bifurcation Theory and Applications of Dynamical Systems (Jinhua, Jun. 8-12), Poster (2005).

G. Tanaka and K. Aihara,
Chaotic Transitions between Synchronous and Propagating Bursts in Coupled Map Neurons,
The 2nd Shanghai Int. Symp. on Nonlinear Sciences and Applications (Shanghai, Jun. 3-7), Oral (2005).

G. Tanaka and K. Aihara,
Spatio-Temporal Dynamics in a Network of Bursting Maps with Ring Structure, Oscillation, Chaos, and Network Dynamics in Nonlinear Science (OCNN, Kyoto, Nov. 25-28), Poster (2004).

G. Tanaka, S. Murashige, and K. Aihara,
Period-Adding Phenomena in Symmetric Dynamical Systems, New Directions in Dynamical Systems (Kyoto, Aug. 5-15), Poster (2002).

National conferences

秋山貴則, 田中剛平
多段階学習Echo state networkによる非線形時系列予測
情報論的学習理論と機械学習研究会 (IBISML, 札幌, 11月4-7日), ポスター発表, 11月5日, 電子情報通信学会信学技報, IBISML2018-83, (2018).
Ziqiang Tong, Gouhei Tanaka
3D-skeleton-Based Human Action Recognition with a Combination of Random Convolutional Networks and Echo State Networks
情報論的学習理論と機械学習研究会 (IBISML, 札幌, 11月4-7日), ポスター発表, 11月5日, 電子情報通信学会信学技報, IBISML2018-99 (2018).
Gouhei Tanaka
Recent advances in physical reservoir computing
The 3rd Neuromorphic Research Retreat in AIST (National Institute of Advanced Industrial Science and Technology (AIST), Oct. 31), Invited talk (2018).

Gouhei Tanaka
Mathematical approach to energy efficient neural information processing
The 2nd Neuromorphic Research Retreat in AIST (National Institute of Advanced Industrial Science and Technology (AIST), Feb. 17), Invited talk (2018).

田中剛平
省エネルギー脳型情報処理への数理的アプローチ
平成29年度第4回ブレインウェア研究会（東北大学電気通信研究所, 2月7日), 招待講演 (2018).

田中剛平
ハイブリッド力学系と細胞システム解析
第27回数理生物学会2017(北海道大学, 10月6-8日), 企画シンポジウム「生物データと数理解析・モデリング」招待講演, 要旨集 p. 60 (2017).

瀧澤雄登, 田中剛平
大規模停電を想定した電力系統モデルにおけるカスケード故障
電子情報通信学会非線形問題研究会 (宮古島, 7月13-14日) 口頭発表, 7月14日, 信学技報, vol. 117, no. 121, NLP2017-39, pp. 63-66 (2017).

田中剛平, 中根了昌, 山根敏志, 中野大樹, 武田征士, 中川茂, 廣瀬明
ニューロン特性の不均一性を考慮したエコーステートネットワーク
電子情報通信学会2017年総合大会 (名城大学, 3月21-25日), 口頭発表, DS-2-3, 3月22日 (2017).

山根敏志, 武田征士, 中野大樹, 田中剛平, 中根了昌, 廣瀬明, 中川茂
非線形物理ダイナミクスによるリザーバ・コンピューティング
電子情報通信学会2017年総合大会 (名城大学, 3月21-25日), 口頭発表, DS-2-4, 3月22日 (2017).

武田征士, 山根敏志, 中野大樹, 田中剛平, 中根了昌, 廣瀬明, 中川茂
外部フィードバック・レーザを用いたリザーバコンピューティング
電子情報通信学会2017年総合大会 (名城大学, 3月21-25日), 口頭発表, DS-2-5, 3月22日 (2017).

廣瀬明, 武田征士, 田中剛平, 中根了昌, 山根敏志, 中野大樹, 中川茂
リザーバ・コンピューティングにおける複素ニューラルネットワーク
電子情報通信学会2017年総合大会 (名城大学, 3月21-25日), 口頭発表, DS-2-6, 3月22日 (2017).

森野佳生, 田中剛平, 合原一幸
興奮性振動子結合系における自発的な振動現象
日本物理学会第71回年次大会 (大阪大学, 3月17-20日), 口頭発表, 20aB31-5, 3月20日 (2017).
田中剛平
リザーバ計算と省エネルギー情報処理
第219回有機エレクトロニクス材料研究会 (東京大学先端科学技術研究センター, 10月12日), 招待講演 (2016)

G. Tanaka,
Metapopulation epidemic models with heterogeneous patches,
The 2016 annual meeting of The Japanese Society for Mathematical Biology (JSMB2016) (Kyushu University, Sep. 7-9), Invited talk, Sep. 7, Abstract book, p.60 (2016).
K. Inoue, H. Shinohara, G. Tanaka, K. Aihara, M. Okada-Hatakeyama,
Mathematical model for NF-kB signal transduction system,
The 2016 annual meeting of The Japanese Society for Mathematical Biology (JSMB2016) (Kyushu University, Sep. 7-9), Poster, Sep. 7, Abstract book, p.205 (2016).
田中剛平
細胞システムの分岐解析,
細胞システムの動態と論理VIII (理化学研究所, 4月14-15日), 招待講演, 4月15日 (2016).

G. Tanaka,
Stability and Bifurcation Analysis of an NF-kB pathway model,
The 53rd Annual Meeting of the Biophysical Society of Japan (日本生物物理学会) (Kanazawa University, Sep. 13-15), Oral, Sep. 13 (2015).
Z. Tong and G. Tanaka,
A Comparison between Pruning and Regularization for Feedforward Neural Networks
The 29th Workhshop on Circuits and Systems (回路とシステムワークショップ) (Awaji Yumebutai International Conference Center, Aug. 3-4), Oral, Aug. 3 (2015).
森野佳生, 田中剛平, 合原一幸,
ヘテロ性を持つ周期性・興奮性位相振動子結合系の頑強性,
日本物理学会第70回年次大会 (早稲田大学, 3月21-24日), ポスター発表, 3月21日 (2015).

山根敏志,田中剛平, 中野大樹, 中根了昌, 片山泰尚,
疎結合を持つモジュラー型自己連想ニューラルネットワークの特性解析,
第17回情報論的学習理論ワークショップ (名古屋大学, 11月16-19日), ポスター発表, 11月18日 (2014).

笹井健行, 森野佳生, 田中剛平, 合原一幸,
次数相関を持つ振動子ネットワークの動的頑強性,
複雑ネットワークサマースクール (東北大学, 8月18-21日), 口頭発表, O-B2, 8月19日 (2014).

田中剛平,
感染症流行モデルにおけるワクチン配分問題と最適制御,
計測自動制御学会第1回制御部門マルチシンポジウム (電気通信大学, 3月4-7日), 口頭発表, 6D3-1, 3月6日 (2014).

田中剛平, 占部千由, 合原一幸,
メタポピュレーションネットワークモデルに基づく感染症対策戦略の有効性の評価,
文科省Workshop「感染症流行モデリング：理論、実践とシミュレーションのギャップを埋める」 (東京大学, 10月23日), アブストラクト集、pp. 35-36, 口頭発表 (2013).

占部千由, 田中剛平, 合原一幸,
エージェント・ベース・シミュレーションによる感染最終規模の感染率、潜伏及び感染期間依存性の推定,
文科省Workshop「感染症流行モデリング：理論、実践とシミュレーションのギャップを埋める」 (東京大学, 10月23日), アブストラクト集, pp. 23-24, 口頭発表 (2013)．

森野佳生, 田中剛平, 合原一幸,
活性・不活性位相振動子を選択的に配置した複雑ネットワークにおける振動現象,
日本物理学会 2013年秋季大会 (徳島大学, 9月25-28日), 概要集, p. 284, ポスター発表, no. 28aPS-55, 9月28日 (2013).

占部千由, 田中剛平, 他6名,
ワクチン接種の不均一性を考慮した風しん流行の数理モデル,
日本物理学会 2013年秋季大会 (徳島大学, 9月25-28日), 概要集, p. 281, ポスター発表, no. 28aPS-36, 9月28日 (2013).

竹内大樹, 田中剛平, 藤江遼, 合原一幸, 鈴木秀幸,
意見形成モデルにおける一極集中現象と中立者の影響,
日本数理生物学会第23回年会 (静岡大学, 9月11-13日), 講演要旨集, p. 177, ポスター発表, P-18, 9月12日 (2013).

占部千由, 田中剛平, 藤原直哉, A. Sonawane, 平田祥人, 合原一幸,
人の移動データを用いた感染症伝播シミュレーション,
日本数理生物学会第23回年会 (静岡大学, 9月11-13日), 講演要旨集, p. 49, 口頭発表, 9月11日 (2013).

西川功, 田中剛平, 合原一幸,
大域結合振動子系における揺らぎの非標準的なスケーリング則,
日本物理学会 2013年春季大会 (広島大学, 3月26-29日), 口頭発表, 27pXM-6, 3月27日 (2013).

森野佳生, 田中剛平, 合原一幸,
活性・不活性位相振動子の複雑ネットワークにおける振動現象の次数依存性,
日本物理学会 2012年秋季大会 (横浜国立大学, 9月18-21日), 口頭発表, 21aAE-10, 9月18日 (2012).

田中剛平, 森野佳生, 合原一幸,
生命ネットワークにおける動的ロバスト性の数理的解析,
日本生物物理学会第50回年会 (名古屋大学, 9月22-24日), 予稿集, 1SC-04, 口頭発表, 9月22日 (2012).

田中剛平, 占部千由, 合原一幸,
環境不均一性を考慮したメタポピュレーションネットワークにおける感染症伝播,
日本数理生物学会第22回大会 (岡山大学, 9月10-12日), 口頭発表, 9月11日 (2012).

田中剛平,
振動子ネットワークの頑健性と相転移,
東北大学CMRU研究会「ネットワークから見る生命」 (東北大学, 12月21-23日), 招待講演, 12月22日 (2011).

森野佳生, 田中剛平, 合原一幸,
結合振動子ネットワークにおける大域的振動の回復について,
日本物理学会秋季大会 (富山大学, 9月21-24日), 口頭発表, 9月23日 (2011).

森野佳生, 田中剛平, 合原一幸,
生体振動子系の振動活動回復に関する解析,
日本数理生物学会第21回大会 (明治大学, 9月13-15日), ポスター発表, 9月13日 (2011).

森野佳生, 田中剛平, 合原一幸,
層構造を持つ振動子ネットワーク上でのエイジング転移,
日本物理学会第66回年次大会 (新潟大学, 3月25-28日), 口頭発表, 3月25日 (2011).

田中剛平, 循環性データの学習アルゴリズム,
東北大学電気通信研究所共同プロジェクト研究研究会, 複素ニューラルネットワークの実用化 (東北大学, 12月21-22日), 口頭発表,12月21日 (2010).

田中剛平,
Nonlinear Information Processing with Complex-Valued Neural Networks,
研究集会「複素力学系とその関連分野の総合的研究」　(京都大学数理解析研究所, 12月6-10日), 口頭発表, 12月6日 (2010).

田中剛平,
感染症モデルと季節変動,
Kagoshima Workshop on Nonlinear and Nonequilibrium Dynamics (鹿児島大学, 10月15-17日), 口頭発表, 10月16日 (2010).

田中剛平,
高次元複素力学系と情報処理,
力学系研究集会「理論から応用へ, 応用から理論へ」 (京都大学数理解析研究所, 9月27-30日), 招待講演, 9月30日 (2010).

田中剛平,
複素ニューラルネットワークによる多階調画像復元,
東北大学電気通信研究所共同プロジェクト研究研究会 複素ニューラルネットワークの実用化 (東北大学, 12月15-16日), 口頭発表, 12月15日 (2009).

田中剛平,
数理モデルが拓く新しい癌治療,
第16回科学技術交流フォーラム「複雑系科学技術」 (東京大学, 9月7日), 招待講演 (2009).

田中剛平,
前立腺癌の間欠治療の数理モデルと非線形現象,
鹿児島非線形物理セミナー (鹿児島大学), 口頭発表, 3月16日 (2009).

田中剛平, 辻繁樹, 合原一幸,
ハイブリッド力学系におけるグレイジング現象誘導型クライシス,
NOLTA 秋の学校 (和歌山, 10月24-26日), 口頭発表 (2008).

島田尚, 他9名,
前立腺癌の間欠的ホルモン療法の数理モデルによる解析,
第94回日本泌尿器科学会総会, ポスター発表, MP-533 (2006).

Patent

出願番号：特願2018-015957、発明者：廣瀬明、田中剛平、中根了昌、発明の名称：情報処理デバイス、出願人：東京大学TLO、出願日：2018年1月31日.
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UTokyo Research "The importance of non-hub elements" 2012年4月19日.

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