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Neuron Phase-Locked Loops (nPLL)
The present invention is directed to a novel device, called a "neuronal phase-locked loop" (nPLL), that can decode temporally-encoded information and convert it to a rate code.The neuronal nPLL is based on an algorithm similar to that of the electronic PLL but utilizes a totally different implementation. It is a stochastic device, implemented by neural networks [real or simulated (by hardware or software)]. The nPLL is designed to deal with signals whose exact characteristics are not known in advance and it can adapt to changing conditions. It can handle large modulation depths and can be used in low frequency applications, such as perceptual tasks. The nPLL can be used for the decoding of temporally-encoded information in perception-like tasks: (a) speech recognition: phase-locking and decoding of the temporal envelope of the speech signal; (b) vision: decoding spatial information encoded in time by a vibrating camera; (c) touch: decoding spatial information encoded in time by vibrating arms; (d) grip control: detecting small deviations from a steady-state; (e) motion detection and analysis.present relates novel device called neuronal phase-locked loop (nPLL) decode temporally-encoded information convert rate

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