Gouhei Tanaka

4.3k total citations · 1 hit paper
85 papers, 2.9k citations indexed

About

Gouhei Tanaka is a scholar working on Artificial Intelligence, Electrical and Electronic Engineering and Statistical and Nonlinear Physics. According to data from OpenAlex, Gouhei Tanaka has authored 85 papers receiving a total of 2.9k indexed citations (citations by other indexed papers that have themselves been cited), including 39 papers in Artificial Intelligence, 34 papers in Electrical and Electronic Engineering and 26 papers in Statistical and Nonlinear Physics. Recurrent topics in Gouhei Tanaka's work include Advanced Memory and Neural Computing (32 papers), Neural Networks and Reservoir Computing (30 papers) and Neural dynamics and brain function (16 papers). Gouhei Tanaka is often cited by papers focused on Advanced Memory and Neural Computing (32 papers), Neural Networks and Reservoir Computing (30 papers) and Neural dynamics and brain function (16 papers). Gouhei Tanaka collaborates with scholars based in Japan, China and Spain. Gouhei Tanaka's co-authors include Kazuyuki Aihara, Ryosho Nakane, Akira Hirose, Daiju Nakano, Toshiyuki Yamane, J. B. Héroux, Naoki Kanazawa, Seiji Takeda, Hidetoshi Numata and Kai Morino and has published in prestigious journals such as Advanced Materials, PLoS ONE and Journal of Applied Physics.

In The Last Decade

Gouhei Tanaka

80 papers receiving 2.8k citations

Hit Papers

align trajectories sort by overperformance

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Recent advances in physical reservoir computing: A review

2019 1.3k citations Gouhei Tanaka, Toshiyuki Yamane et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Gouhei Tanaka Japan	23	1.6k	1.4k	730	608	596	85	2.9k
Jinghua Xiao China	36	521 0.3×	1.4k 1.0×	243 0.3×	1.8k 3.0×	2.0k 3.3×	243	4.4k
Zhong Liu China	29	422 0.3×	967 0.7×	285 0.4×	877 1.4×	657 1.1×	297	3.3k
Zhixin Lu United States	11	1.3k 0.8×	472 0.3×	459 0.6×	713 1.2×	376 0.6×	24	2.5k
Hilbert J. Kappen Netherlands	27	1.0k 0.6×	323 0.2×	662 0.9×	405 0.7×	356 0.6×	101	2.5k
Chunbiao Li China	47	869 0.5×	1.7k 1.2×	1.0k 1.4×	5.4k 8.9×	2.9k 4.9×	222	6.6k
Arturo Buscarino Italy	27	240 0.1×	623 0.4×	486 0.7×	1.4k 2.3×	1.3k 2.1×	164	2.8k
Randy Paffenroth United States	17	811 0.5×	325 0.2×	95 0.1×	408 0.7×	891 1.5×	80	3.0k
Min Xiao China	33	1.0k 0.6×	397 0.3×	188 0.3×	1.4k 2.3×	2.0k 3.4×	291	4.0k
Santosh S. Venkatesh United States	20	1.1k 0.7×	497 0.4×	183 0.3×	164 0.3×	464 0.8×	76	1.9k
Alfredo Braunstein Italy	24	437 0.3×	494 0.4×	104 0.1×	469 0.8×	358 0.6×	102	2.1k

Countries citing papers authored by Gouhei Tanaka

Since Specialization

Citations

This map shows the geographic impact of Gouhei Tanaka's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gouhei Tanaka with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gouhei Tanaka more than expected).

Fields of papers citing papers by Gouhei Tanaka

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gouhei Tanaka. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gouhei Tanaka. The network helps show where Gouhei Tanaka may publish in the future.

Co-authorship network of co-authors of Gouhei Tanaka

This figure shows the co-authorship network connecting the top 25 collaborators of Gouhei Tanaka. A scholar is included among the top collaborators of Gouhei Tanaka based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Gouhei Tanaka. Gouhei Tanaka is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

1.

Tanaka, Gouhei, et al.. (2025). Federated Learning with Reservoir State Analysis for Time Series Anomaly Detection. 1–8. 1 indexed citations

2.

Zhang, Haowei, Yuexing Han, Gouhei Tanaka, & Bing Wang. (2025). Temporal correlation-based neural relational inference for binary dynamics. Chaos Solitons & Fractals. 196. 116350–116350.

3.

Inoue, Hisashi, Takeaki Yajima, Yasushi Hotta, et al.. (2024). Taming Prolonged Ionic Drift–Diffusion Dynamics for Brain‐Inspired Computation. Advanced Materials. 37(3). e2407326–e2407326. 1 indexed citations

4.

Han, Yuexing, et al.. (2024). Backbone-based Dynamic Spatio-Temporal Graph Neural Network for epidemic forecasting. Knowledge-Based Systems. 296. 111952–111952. 4 indexed citations

5.

Nakane, Ryosho, Akira Hirose, & Gouhei Tanaka. (2023). Performance Enhancement of a Spin-Wave-Based Reservoir Computing System Utilizing Different Physical Conditions. Physical Review Applied. 19(3). 25 indexed citations

6.

Tanaka, Gouhei, et al.. (2023). Reconstructive reservoir computing for anomaly detection in time-series signals. Nonlinear Theory and Its Applications IEICE. 15(1). 183–204. 3 indexed citations

7.

Han, Yuexing, et al.. (2022). Co-evolution dynamics of epidemic and information under dynamical multi-source information and behavioral responses. Knowledge-Based Systems. 252. 109413–109413. 18 indexed citations

8.

Tanaka, Gouhei, et al.. (2022). Computational Efficiency of Multi-Step Learning Echo State Networks for Nonlinear Time Series Prediction. IEEE Access. 10. 28535–28544. 17 indexed citations

9.

Wang, Bing, et al.. (2020). Network structure-based interventions on spatial spread of epidemics in metapopulation networks. Physical review. E. 102(6). 62306–62306. 19 indexed citations

10.

Tanaka, Gouhei, et al.. (2018). Nonlinear Time Series Prediction using Multi-Step Learning Echo State Networks. IEICE Technical Report; IEICE Tech. Rep.. 118(284). 293–299. 1 indexed citations

11.

Wang, Bing, Yuexing Han, & Gouhei Tanaka. (2017). Interplay between epidemic spread and information propagation on metapopulation networks. Journal of Theoretical Biology. 420. 18–25. 16 indexed citations

12.

Tanaka, Gouhei, et al.. (2016). Parameter Scaling for Epidemic Size in a Spatial Epidemic Model with Mobile Individuals. PLoS ONE. 11(12). e0168127–e0168127. 12 indexed citations

13.

Inoue, Kentaro, Hisaaki Shinohara, Marcelo Behar, et al.. (2016). Oscillation dynamics underlie functional switching of NF-κB for B-cell activation. npj Systems Biology and Applications. 2(1). 16024–16024. 24 indexed citations

14.

Katayama, Y., Toshiyuki Yamane, Daiju Nakano, Ryosho Nakane, & Gouhei Tanaka. (2015). Wave-based device scaling concept for brain-like energy efficiency and integration. 23–24. 3 indexed citations

15.

Iwayama, Kaito, et al.. (2014). Finite-size scaling in globally coupled phase oscillators with a general coupling scheme. Progress of Theoretical and Experimental Physics. 2014(2). 23A07–0. 3 indexed citations

16.

Tanaka, Gouhei, Kai Morino, Hiroaki Daido, & Kazuyuki Aihara. (2014). Dynamical robustness of coupled heterogeneous oscillators. Physical Review E. 89(5). 52906–52906. 50 indexed citations

17.

Tanaka, Gouhei & Kazuyuki Aihara. (2012). Effects of seasonal variation patterns on recurrent outbreaks in epidemic models. Journal of Theoretical Biology. 317. 87–95. 14 indexed citations

18.

Tanaka, Gouhei, Yoshito Hirata, S. Larry Goldenberg, Nicholas Bruchovsky, & Kazuyuki Aihara. (2010). Mathematical modelling of prostate cancer growth and its application to hormone therapy. Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences. 369(1935). 495–495. 6 indexed citations

19.

Tanaka, Gouhei, Yoshito Hirata, S. Larry Goldenberg, Nicholas Bruchovsky, & Kazuyuki Aihara. (2010). Mathematical modelling of prostate cancer growth and its application to hormone therapy. Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences. 368(1930). 5029–5044. 74 indexed citations

20.

Aihara, Kazuyuki, Gouhei Tanaka, Taiji Suzuki, & Yoshito Hirata. (2007). A Hybrid Systems Approach to Hormonal Therapy of Prostate Cancer and its Nonlinear Dynamics. AIP conference proceedings. 922. 479–482. 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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