SCIENCE CHINA Information Sciences, Volume 61 , Issue 6 : 060428(2018) https://doi.org/10.1007/s11432-017-9379-4

Predicting spikes with artificial neural network

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  • ReceivedOct 10, 2017
  • AcceptedMar 7, 2018
  • PublishedMay 3, 2018


There is no abstract available for this article.


This work was supported by Beijing Municipal Commission of Science and Technology (Grant No. Z171100000117018), and Communication University of China (Grant Nos. 313XNG1531, 3132017XNG1724).


Tables S1, S2.


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  • Figure 1

    (a) The structure of ANN used for spike or not prediction; (b) ten typical firing patterns reproduced by nine different HH-type neuron models; (c) representative results of nine neuron models showing the performance of ANN in spike or not judgement under four current stimuli modes, black crosses denote voltage values for spike prediction, red circles present the predictive spike timing.