NEURAL NETWORK HARDWARE ACCELERATOR DATA PARALLELISM

Neural network hardware acceleration data parallelism is performed by an integrated circuit including a plurality of memory banks, each memory bank among the plurality of memory banks configured to store values and to transmit stored values, a plurality of computation units, each computation unit am...

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Bibliographische Detailangaben
Hauptverfasser: NEZ, Nikolay, KHAVIN, Oleg, DASGUPTA, Sakyasingha, AHMED, Tanvir, HUTHMANN, Jens
Format: Patent
Sprache:eng
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Zusammenfassung:Neural network hardware acceleration data parallelism is performed by an integrated circuit including a plurality of memory banks, each memory bank among the plurality of memory banks configured to store values and to transmit stored values, a plurality of computation units, each computation unit among the plurality of computation units including a processor including circuitry configured to perform a mathematical operation on an input data value and a weight value to produce a resultant data value, and a computation controller configured to cause a value transmission to be received by more than one computation unit or memory bank.