DEEPX CO., LTD. (20250068899). METHOD FOR ARTIFICIAL NEURAL NETWORK AND NEURAL PROCESSING UNIT
METHOD FOR ARTIFICIAL NEURAL NETWORK AND NEURAL PROCESSING UNIT
Organization Name
Inventor(s)
Lok Won Kim of Seongnam-si (KR)
METHOD FOR ARTIFICIAL NEURAL NETWORK AND NEURAL PROCESSING UNIT
This abstract first appeared for US patent application 20250068899 titled 'METHOD FOR ARTIFICIAL NEURAL NETWORK AND NEURAL PROCESSING UNIT
Original Abstract Submitted
a method performs a plurality of operations on an artificial neural network (ann). the plurality of operations includes storing in at least one memory a set of weights, at least a portion of a first batch channel of a plurality of batch channels, and at least a portion of a second batch channel of the plurality of batch channels; and calculating the at least a portion of the first batch channel and the at least a portion of the second batch channel by the set of weights. a batch mode, configured to process a plurality of input channels, can determine the operation sequence in which the on-chip memory and/or internal memory stores and computes the parameters of the ann. even if the number of input channels increases, processing may be performed with one neural processing unit including a memory configured in consideration of a plurality of input channels.
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