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Efficient FIR filtering with Bit Layer Multiply Accumulator

Bit Layer Multiplier Accumulator (BLMAC) is an efficient method to perform dot products without multiplications that exploits the bit level sparsity of the weights. A total of 1,980,000 low, high, band pass and band stop type I FIR filters were generated by systematically sweeping through the cut off frequencies and by varying the number of taps from 55 to 255.

Randy-yates , Vincenzo-liguori , Artix-ultrascale , Kintex-ultrascale , Convolutional-neural-networks-cnns , Connections-for-efficient-neural-networks , Cnn , Ocean-logic-pty-ltd , Ocean-logic-pty , Layer-multiplier-accumulator , Convolutional-neural-networks , Layer-multiply