Abstract
A proportional-plus-off control of optogenetic stimulation is implemented using the sample entropy and frequency bands of contralateral depth EEG as the afferent signals for seizure detection and feedback control. The system is tested on mice with mesial temporal epilepsy, induced by lithium-pilocarpine injections. The hippocampus is photic stimulated through an optical fibre inserted using the stereotactic technique, and depth EEG from the hippocampus contralateral to the photic-stimulation site is used to calculate the sample entropy and frequency bands, which, in turn, are utilized to classify the types of seizures. According to a lookup table, the proportional-plus-off controller maps the SEn to the control signal and regulates the intensity of the photic stimulation to the hippocampus. The average rates of correct seizure detection are >90% in both acute and chronic stages. The average rates of successful seizure suppression are 86–98% in the acute stage and 94.3% in the chronic stage. The results indicate that the contralateral sensing and closed-loop proportional-plus-off control of optogenetic stimulation is feasible for seizure control.
| Original language | English |
|---|---|
| Pages (from-to) | 309-317 |
| Number of pages | 9 |
| Journal | Biomedical Signal Processing and Control |
| Volume | 51 |
| DOIs | |
| Publication status | Published - 2019 May 1 |
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All Science Journal Classification (ASJC) codes
- Signal Processing
- Health Informatics
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Suppression of acute and chronic mesial temporal epilepsy by contralateral sensing and closed-loop optogenetic stimulation with proportional-plus-off control. / Lin, Bing Hong; Ju, Ming-Shaung; Lin, Chou-Ching.
In: Biomedical Signal Processing and Control, Vol. 51, 01.05.2019, p. 309-317.Research output: Contribution to journal › Article
TY - JOUR
T1 - Suppression of acute and chronic mesial temporal epilepsy by contralateral sensing and closed-loop optogenetic stimulation with proportional-plus-off control
AU - Lin, Bing Hong
AU - Ju, Ming-Shaung
AU - Lin, Chou-Ching
PY - 2019/5/1
Y1 - 2019/5/1
N2 - A proportional-plus-off control of optogenetic stimulation is implemented using the sample entropy and frequency bands of contralateral depth EEG as the afferent signals for seizure detection and feedback control. The system is tested on mice with mesial temporal epilepsy, induced by lithium-pilocarpine injections. The hippocampus is photic stimulated through an optical fibre inserted using the stereotactic technique, and depth EEG from the hippocampus contralateral to the photic-stimulation site is used to calculate the sample entropy and frequency bands, which, in turn, are utilized to classify the types of seizures. According to a lookup table, the proportional-plus-off controller maps the SEn to the control signal and regulates the intensity of the photic stimulation to the hippocampus. The average rates of correct seizure detection are >90% in both acute and chronic stages. The average rates of successful seizure suppression are 86–98% in the acute stage and 94.3% in the chronic stage. The results indicate that the contralateral sensing and closed-loop proportional-plus-off control of optogenetic stimulation is feasible for seizure control.
AB - A proportional-plus-off control of optogenetic stimulation is implemented using the sample entropy and frequency bands of contralateral depth EEG as the afferent signals for seizure detection and feedback control. The system is tested on mice with mesial temporal epilepsy, induced by lithium-pilocarpine injections. The hippocampus is photic stimulated through an optical fibre inserted using the stereotactic technique, and depth EEG from the hippocampus contralateral to the photic-stimulation site is used to calculate the sample entropy and frequency bands, which, in turn, are utilized to classify the types of seizures. According to a lookup table, the proportional-plus-off controller maps the SEn to the control signal and regulates the intensity of the photic stimulation to the hippocampus. The average rates of correct seizure detection are >90% in both acute and chronic stages. The average rates of successful seizure suppression are 86–98% in the acute stage and 94.3% in the chronic stage. The results indicate that the contralateral sensing and closed-loop proportional-plus-off control of optogenetic stimulation is feasible for seizure control.
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U2 - 10.1016/j.bspc.2019.03.006
DO - 10.1016/j.bspc.2019.03.006
M3 - Article
VL - 51
SP - 309
EP - 317
JO - Biomedical Signal Processing and Control
JF - Biomedical Signal Processing and Control
SN - 1746-8094
ER -