Classification of Theoretical Extracellular Action Potentials Based on Unsupervised Machine-Learning

Author:

Chen Junming1ORCID

Affiliation:

1. University of Science and Technology Beijing, China

Publisher

ACM

Reference10 articles.

1. Pine , J. , Recording action potentials from cultured neurons with extracellular microcircuit electrodes. Journal of Neuroscience Methods 1980 , 2 (1), 19 - 31 . Pine, J., Recording action potentials from cultured neurons with extracellular microcircuit electrodes. Journal of Neuroscience Methods 1980, 2 (1), 19-31.

2. Xu , D. ; Fang , J. ; Zhang , M. ; Wang , H. ; Zhang , T. ; Hang , T. ; Xie , X. ; Hu , N. , Synchronized intracellular and extracellular recording of action potentials by three-dimensional nanoroded electroporation. Biosensors and Bioelectronics 2021 , 192, 113501. Xu, D.; Fang, J.; Zhang, M.; Wang, H.; Zhang, T.; Hang, T.; Xie, X.; Hu, N., Synchronized intracellular and extracellular recording of action potentials by three-dimensional nanoroded electroporation. Biosensors and Bioelectronics 2021, 192, 113501.

3. Caro-Martín , C. R. ; Delgado-García , J. M. ; Gruart , A. ; Sánchez-Campusano , R. , Spike sorting based on shape, phase, and distribution features, and K-TOPS clustering with validity and error indices. Scientific Reports 2018 , 8 (1), 17796. Caro-Martín, C. R.; Delgado-García, J. M.; Gruart, A.; Sánchez-Campusano, R., Spike sorting based on shape, phase, and distribution features, and K-TOPS clustering with validity and error indices. Scientific Reports 2018, 8 (1), 17796.

4. Henze , D. A. ; Borhegyi , Z. ; Csicsvari , J. ; Mamiya , A. ; Harris , K. D. ; Buzsáki , G. , Intracellular Features Predicted by Extracellular Recordings in the Hippocampus In Vivo . 2000 , 84 ( 1 ), 390 - 400 . Henze, D. A.; Borhegyi, Z.; Csicsvari, J.; Mamiya, A.; Harris, K. D.; Buzsáki, G., Intracellular Features Predicted by Extracellular Recordings in the Hippocampus In Vivo. 2000, 84 (1), 390-400.

5. Mainen , Z. F. ; Joerges , J. ; Huguenard , J. R. ; Sejnowski , T. J. , A model of spike initiation in neocortical pyramidal neurons. Neuron 1995 , 15 (6), 1427 - 1439 . Mainen, Z. F.; Joerges, J.; Huguenard, J. R.; Sejnowski, T. J., A model of spike initiation in neocortical pyramidal neurons. Neuron 1995, 15 (6), 1427-1439.

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