Neural network processor
user-5edf3a5a4c775e09d87cc848(2021)
Abstract
A circuit for performing neural network computations for a neural network comprising a plurality of neural network layers, the circuit comprising: a matrix computation unit configured to, for each of the plurality of neural network layers: receive a plurality of weight inputs and a plurality of activation inputs for the neural network layer, and generate a plurality of accumulated values based on the plurality of weight inputs and the plurality of activation inputs; and a vector computation unit communicatively coupled to the matrix computation unit and configured to, for each of the plurality of neural network layers: apply an activation function to each accumulated value generated by the matrix computation unit to generate a plurality of activated values for the neural network layer.
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Key words
Activation function,Artificial neural network,Perceptron,Computation,Image processor,Integrated circuit,Image segmentation,Computer hardware,Numerical linear algebra,Algorithm,Computer science
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