Neurocomputing

    The computational neuroscience discipline roughly divides into two subfields. A first, which may be called theoretical neuroscience focuses on principled approaches towards arriving at meaningful models of the nervous system. This field contains many aspects of mathematical neuroscience which employs mathematical techniques to arrive at models. Models in theoretical neuroscience are often aimed at capturing the essential features of the biological system at multiple spatial-temporal scales, from membrane currents, and chemical coupling via network oscillations, columnar and topographic architecture, all the way up to behavior. These computational models frame hypotheses that can often be directly tested by biological or psychological experiments. A second subfield, which is often called neural data science focuses on approaches towards making sense of the progressively larger datasets in neuroscience. This may include the processing of electrophysiological or imaging data, the fitting of models to data, and the comparison of models. These two subfields are highly synergistic and many papers draw from both traditions.

    Author Distribution

    Top Authors ( author's name : number of papers / citations )

    2014
    Li Xuelong: 2 / 157
    Xu Yong: 3 / 105
    Haoming Zhong: 1 / 86
    Yuhong Feng: 1 / 86
    Zhiqi Shen: 1 / 86
    Chunyan Miao: 1 / 86
    Xinbo Gao: 1 / 82
    Dacheng Tao: 1 / 82
    Nannan Wang: 1 / 82
    Yang Jian: 1 / 75
    Zhang David: 1 / 75
    Jian-Zhong Yu: 1 / 67
    Shuai Li: 1 / 67
    Lin Zhu: 1 / 67
    Zhen-Kun Wen: 1 / 67
    Zhou Shusen: 1 / 67
    Wang Xiaolong: 1 / 67
    Zhu-Hong You: 1 / 67
    Chen Qingcai: 1 / 67
    Liu Hong: 2 / 64
    2015
    Jinde Cao: 10 / 150
    Grover Zurita: 1 / 132
    Rafael E. VáSquez: 1 / 132
    Diego Cabrera: 1 / 132
    Chuan Li: 1 / 132
    René-Vinicio Sanchez: 1 / 132
    Mariela Cerrada: 1 / 132
    Linlin Shen: 3 / 111
    Jinxi Zhao: 1 / 102
    Furao Shen: 1 / 102
    Jing Chao: 1 / 102
    Yu-Xing Dai: 2 / 100
    Min-Rong Chen: 2 / 100
    Guo-Qiang Zeng: 2 / 100
    Chong-Wei Zheng: 2 / 100
    Stefano Pizzuti: 1 / 92
    Stefano Panzieri: 1 / 92
    Shaocheng Tong: 5 / 92
    Mauro Annunziato: 1 / 92
    Fabio Moretti: 1 / 92
    2016
    Hannah Gilmore: 1 / 176
    Guanhao Wang: 1 / 176
    Xiaofei Luo: 1 / 176
    Anant Madabhushi: 1 / 176
    Jun Xu : 1 / 176
    Zidong Wang: 3 / 159
    Mingui Sun: 2 / 146
    Hongli Dong: 2 / 144
    Fuad E. Alsaadi: 2 / 144
    Weijian Ren: 2 / 144
    Derong Liu: 5 / 129
    Xinbo Gao: 7 / 125
    Ding Yuan: 1 / 123
    Helong Wang: 1 / 123
    Miao Xin: 1 / 123
    Hong Zhang: 1 / 123
    Debo Cheng: 3 / 122
    Shichao Zhang: 2 / 119
    Ming Zong: 2 / 119
    Wei Zhang: 2 / 116
    2017
    Yurong Liu: 14 / 655
    Nianyin Zeng: 4 / 561
    Fuad E. Alsaadi: 5 / 478
    Zidong Wang: 1 / 454
    Weibo Liu: 1 / 454
    Xiaohui Liu: 1 / 454
    Fuad E. Alsaadi: 13 / 340
    Athanasios V. Vasilakos: 4 / 170
    Shiqi Yu: 2 / 159
    Qiankun Song: 6 / 157
    Francisco Herrera: 3 / 132
    Zhenjiang Zhao: 4 / 126
    Chunyan Xu: 1 / 125
    Sen Jia: 1 / 125
    Meng Joo Er: 3 / 123
    Tingwen Huang: 7 / 123
    Jing Lin: 1 / 122
    Naipeng Li: 1 / 122
    Feng Jia: 1 / 122
    Liang Guo: 1 / 122
    2018
    Qing-Long Han: 4 / 251
    Derui Ding: 4 / 249
    Xiaohua Ge: 3 / 245
    Xian-Ming Zhang: 3 / 245
    Uri Shaham: 1 / 122
    Yutaro Yamada: 1 / 122
    Sahand Negahban: 1 / 122
    Yurong Li: 3 / 113
    Nianyin Zeng: 3 / 113
    Boda Ning: 1 / 109
    Yang Xiang: 1 / 101
    Jinde Cao: 12 / 94
    Baoye Song: 2 / 91
    Liang Guo: 3 / 90
    Yaguo Lei: 2 / 89
    Abdullah M. Dobaie: 2 / 85
    Huaguang Zhang: 17 / 82
    Weibo Liu: 1 / 81
    Hong Zhang: 1 / 81
    Feng Jia: 1 / 74
    2019
    Xinyi Dai: 1 / 1
    Kangrong Hu: 1 / 1
    Lili Pan: 1 / 1
    Yazhou Ren: 1 / 1
    Steven C. H. Hoi: 1 / 1
    Daniel Mateos-GarcíA: 1 / 1
    Zenglin Xu: 1 / 1
    Jorge GarcíA-GutiéRrez: 1 / 1
    José CristóBal Riquelme Santos: 1 / 1
    Darya Chyzhyk: 1 / 0
    Emilio Corchado: 2 / 0
    Qiuhong Xiang: 1 / 0
    Yingpin Chen: 1 / 0
    Soumaya Yacout: 1 / 0
    Wanli Ouyang: 1 / 0
    Xin Wang: 1 / 0
    Guoxian Yu: 1 / 0
    Jiani Hu: 1 / 0
    Dezhi Zhao: 1 / 0
    Zhiyu Zhu: 1 / 0

    Publications

    Browse by Citation
    5

    ARCHCited by 123

    Miao Xin,Hong Zhang,Helong Wang,Mingui Sun,Ding Yuan
    (2016)
    26

    Neural networks: An overview of early research, current frameworks and new challenges.Cited by 82

    Alberto Prieto,Beatriz Prieto,Eva M. Ortigosa,Eduardo Ros,Francisco J. Pelayo,Julio Ortega,Ignacio Rojas
    (2016)