Codes

• Multi-layer LSTM Neural spike generation Code.
• Neural Network Embedding (NNE) Code.
• Matlab-CUDA code for Sorted Local Transfer Entropy – Transfer Entropy analysis ( This code utilizes a GPU )
• Matlab code for a computational simulation

• C code for Network Controlling ability analysis based on Feedback Vertex Set

• Original neuronal spikes & analyzed results
  • kajiwara, motoki (2020), “Kaji_EICont”, Mendeley Data, V1, doi: 10.17632/p8czktrz7k.1

[Acceptable use policy]

If you use the codes or data set, cite this following article:

Kajiwara, M., Nomura, R., Goetze, F., Kawabata, M., Isomura, Y., Akutsu, T., & Shimono, M. (2021). Inhibitory neurons exhibit high controlling ability in the cortical microconnectome. PLOS Computational Biology, 17(4), e1008846.https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008846