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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.

Brandy yatesVincenzo liguoriArtix ultrascaleKintex ultrascaleConvolutional neural networks cnnsConnections for efficient neural networksOcean logic pty ltdOcean logic ptyLayer multiplier accumulatorConvolutional neural networksLayer multiplyMultiply accumulatorsBit layerEnd of runNeural inference processor supporting compressedVariable precision