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Comparison of Lifting and B-spline DWT Implementations for Implantable Neuroprostheticsby: A. M. Kamboh, A. Mason
Sensors, 2006. 5th IEEE Conference on In Sensors, 2006. 5th IEEE Conference on (2006), pp. 811-814.
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AbstractThe discrete wavelet transform (DWT) has been shown to provide exceptionally efficient data compression for neural records. This paper describes area-power minimized hardware implementations of the lifting and B-spline DWT schemes for multi-level, multi-channel DWT and analyzes their performance tradeoffs for implantable neuroprosthetics. The lifting scheme is shown to be increasingly superior for a larger number of input channels.
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