التفاصيل البيبلوغرافية
| العنوان: |
The Energy Coding of a Structural Neural Network Based on the Hodgkin–Huxley Model |
| المؤلفون: |
Zhenyu Zhu, Rubin Wang, Fengyun Zhu |
| المصدر: |
Frontiers in Neuroscience, Vol 12 (2018) |
| بيانات النشر: |
Frontiers Media S.A., 2018. |
| سنة النشر: |
2018 |
| المجموعة: |
LCC:Neurosciences. Biological psychiatry. Neuropsychiatry |
| مصطلحات موضوعية: |
neural energy coding, energy distribution, synchronous oscillation, negative energy, power consumption curve, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571 |
| الوصف: |
Based on the Hodgkin-Huxley model, the present study established a fully connected structural neural network to simulate the neural activity and energy consumption of the network by neural energy coding theory. The numerical simulation result showed that the periodicity of the network energy distribution was positively correlated to the number of neurons and coupling strength, but negatively correlated to signal transmitting delay. Moreover, a relationship was established between the energy distribution feature and the synchronous oscillation of the neural network, which showed that when the proportion of negative energy in power consumption curve was high, the synchronous oscillation of the neural network was apparent. In addition, comparison with the simulation result of structural neural network based on the Wang-Zhang biophysical model of neurons showed that both models were essentially consistent. |
| نوع الوثيقة: |
article |
| وصف الملف: |
electronic resource |
| اللغة: |
English |
| تدمد: |
1662-453X |
| Relation: |
http://journal.frontiersin.org/article/10.3389/fnins.2018.00122/full; https://doaj.org/toc/1662-453X |
| DOI: |
10.3389/fnins.2018.00122 |
| URL الوصول: |
https://doaj.org/article/d8e61c882a4b4944aa51988b0088bc5c |
| رقم الانضمام: |
edsdoj.8e61c882a4b4944aa51988b0088bc5c |
| قاعدة البيانات: |
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