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Cognitive denoising of nonstationary signals using time varying reservoir computer
Cognitive denoising of nonstationary signals using time varying reservoir computer
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机译:时变储层计算机对非平稳信号的认知去噪
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摘要
Described is a system for signal denoising using a cognitive signal processor having a time-varying reservoir. The system receives a noisy input signal of a time-series of data points from a mixture of waveform signals. The noisy input signal is linearly mapped into the time-varying reservoir. A high-dimensional state-space representation of the mixture of waveform signals is generated by combining the noisy input signal with a plurality of reservoir states. The system then generates a denoised signal corresponding to the noisy input signal.
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