ReConvPy: Modeling Local Field Potentials of Cerebellum Granule Neurons using Repetitive Convolutions in Python
نویسندگان
چکیده
منابع مشابه
Computational Modeling of Single Neuron Extracellular Electric Potentials and Network Local Field Potentials using LFPsim
Local Field Potentials (LFPs) are population signals generated by complex spatiotemporal interaction of current sources and dipoles. Mathematical computations of LFPs allow the study of circuit functions and dysfunctions via simulations. This paper introduces LFPsim, a NEURON-based tool for computing population LFP activity and single neuron extracellular potentials. LFPsim was developed to be ...
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18 We present a Recurrent Neural Network using LSTM (Long Short Term 19 Memory) units that is capable of modeling Local Field Potentials. We train 20 and test the network on real data recorded from patients. We construct 21 networks that are capable of modeling LFPs in single and multiple channels, 22 and can also model LFP dynamics after stimulation. 23 24
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ژورنال
عنوان ژورنال: Procedia Computer Science
سال: 2020
ISSN: 1877-0509
DOI: 10.1016/j.procs.2020.04.043