1. Closed-loop optical neural stimulation based on a 32-channel low-noise recording system with online spike sorting.
- Author
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Nguyen TK, Navratilova Z, Cabral H, Wang L, Gielen G, Battaglia FP, and Bartic C
- Subjects
- Algorithms, Amplifiers, Electronic, Animals, Artifacts, Electric Stimulation instrumentation, Male, Online Systems, Rats, Signal Processing, Computer-Assisted, Signal-To-Noise Ratio, Software, Electric Stimulation methods, Neural Prostheses
- Abstract
Objective: Closed-loop operation of neuro-electronic systems is desirable for both scientific and clinical (neuroprosthesis) applications. Integrating optical stimulation with recording capability further enhances the selectivity of neural stimulation. We have developed a system enabling the local delivery of optical stimuli and the simultaneous electrical measuring of the neural activities in a closed-loop approach., Approach: The signal analysis is performed online through the implementation of a template matching algorithm. The system performance is demonstrated with the recorded data and in awake rats., Main Results: Specifically, the neural activities are simultaneously recorded, detected, classified online (through spike sorting) from 32 channels, and used to trigger a light emitting diode light source using generated TTL signals., Significance: A total processing time of 8 ms is achieved, suitable for optogenetic studies of brain mechanisms online.
- Published
- 2014
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