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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Xin Tian Qiang Guo Yijun Song Wenwen Bai |
| Copyright Year | 2008 |
| Description | Author affiliation: Tianjin Inst. of Neurology, Tianjin Med. Univ., Tianjin (Xin Tian; Qiang Guo; Wenwen Bai) || Gen. Hosp., Tianjin Med. Univ., Tianjin (Yijun Song) |
| Abstract | Non-linear entropy coding was studied and applied to investigate particular pattern of neural firing at hippocampus of temporal lobe epilepsy (TLE) rats, which will support the hypersynchrony discharge pathogenesis for epilepsy from the view of neural firing coding. Little bins were used to split inter-spike interval of neural firing then Shannon entropy was calculated. Two kinds of typical neural firing were simulated by Chay model: bursting firing and beating firing, to verify the feasibility of entropy coding. Neural firing trains of temporal epilepsy rats and normal rats were recorded and statistics comparison was made between two calculated Shannon entropy. Results showed that entropy coding can explain neural firing coding, Shannon entropy of temporal epilepsy rats neural firing (6.36plusmn0.158 bit) is apparently lower than the entropy of normal rats (7.29plusmn0.390 bit). Entropy coding pattern of TLE rats and normal rats were completely different, entropy coded bursting firing of epilepsy neurons and hypersynchrony firing of epilepsy neurons was supported. |
| Starting Page | 514 |
| Ending Page | 518 |
| File Size | 448771 |
| Page Count | 5 |
| File Format | |
| ISBN | 9780769533049 |
| DOI | 10.1109/ICNC.2008.442 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2008-10-18 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | temporal epilepsy rat Temporal lobe Pathogens hippocampus Neurons Epilepsy Rats neural firing Electroencephalography coding entropy Brain modeling Entropy coding Lesions hypersynchrony firing Hippocampus |
| Content Type | Text |
| Resource Type | Article |
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