US9678993B2 - Context based systems and methods for presenting media file annotation
recommendations - Google Patents US9678993B2 - Context based systems and methods …

(57) ABSTRACT A deep neural network (“DNN”) module compresses and decompresses
neuron-generated activation data to reduce the utilization of memory bus bandwidth. The …

Optimized memory usage and management is crucial to the overall performance of a neural
network (NN) or deep neural network (DNN) computing environment. Using vari ous …

An exemplary artificial intelligence/machine learning hardware computing environment
having an exemplary DNN module cooperating with one or more memory components can …

A system, method, and computer program product are provided for applying a callback
function to data values. In use, a plurality of data values and a callback function are …

The performance of a neural network (NN) and/or deep neural network (DNN) can limited by
the number of operations being performed as well as management of data among the …

A deep neural network (DNN) processor is configured to execute layer descriptors in layer
descriptor lists. The descriptors define instructions for performing a forward pass of a DNN …

A deep neural network (DNN) processor is configured to execute descriptors in layer
descriptor lists. The descriptors define instructions for performing a pass of a DNN by the …

The performance of a neural network (NN) and/or deep neural network (DNN) can limited by
the number of operations being performed as well as memory data management of a …

The performance of a neural network (NN) can be limited by the number of operations being
performed. Using a line buffer that is directed to shift a memory block by a selected shift …