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To study decoding information in the neural system, invasive brain-machine interfaces (BMIs) in rat were investigated. In this paper we developed a remote control training system for rat navigation. The system consists of an integrated PC control program with functions of signal communication, parameter setting and data file management, a transmitter and a receiver based on Bluetooth modules, and...
In this paper, 2-stage Radial Basis Function (RBF) network method is used for neural spike sorting. Firstly, raw signals are obtained from neural signal simulator, and added white noise ranged from -10 dB to -40 dB. Secondly, spikes are detected out with matched filter from signals. Lastly, 2-stage RBF networks are constructed and the spikes are sorted using RBF networks. The experiments show that...
When recording extracellular neural activity, it is often necessary to distinguish action potentials arising from distinct cells near the electrode tip, a process commonly referred to as spike sorting or action potential sorting. Sorting of neuronal spikes plays a very important role in coding of neural information, which is a prerequisite for studying the brain function. In this paper, five major...
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