Broadcom Corporation

Skhynix Inc.

Dongwook Suh

Daniel O Rodriguez

Kenneth C Ma

Raymond J Sung

Raymond Jit-Hung Sung

A memory-centric neural network system and operating method thereof includes: a processing unit; semiconductor memory devices coupled to the processing unit, the semiconductor memory devices containing instructions executed by the processing unit; a weight matrix constructed with rows and columns of memory cells, inputs of the memory cells of a same row being connected to one of axons, outputs of the memory cells of a same column being connected to one of neurons; timestamp registers registering timestamps of the axons and the neurons; and a lookup table containing adjusting values indexed in accordance with the timestamps, wherein the processing unit updates the weight matrix in accordance with the adjusting values.

Neural network hardware accelerator architectures and operating method thereof

Various embodiments are disclosed relating to a memory circuit architecture. In an example embodiment, which may accommodate a change to a new memory size or cell aspect ratio, while migrating between different process nodes or the same process generation, while retaining at least a portion of the periphery circuitry, a memory circuit architecture may be employed in which the memory array is divided into an upper half and a lower half, thereby splitting the cache Ways among the two halves. The wordline may be split among the two array halves, with each half driven by a half wordline driver. Also, in another embodiment, two sets of bitlines may be provided for each column, including a contacted set of bitlines and a feed-through set of bitlines.

Growing community of inventors

Saratoga, CA, United States of America

Dongwook Suh