hardware accelerator

Improving the Performance of OpenCL-based FPGA Accelerator for Convolutional Neural Network

OpenCL FPGA has recently gained great popularity with emerging needs for workload acceleration such as Convolutional Neural Network (CNN), which is the most popular deep learning architecture in the domain of computer vision. While OpenCL enhances …

1 Mb 0.41 um^2 2T-2R cell nonvolatile TCAM with two-bit encoding and clocked self-referenced sensing (INVITED)

This work demonstrates the first fabricated 1 Mb nonvolatile TCAM using 2-transistor/2-resistive-storage (2T-2R) cells to achieve 10× smaller cell size than SRAM-based TCAMs at the same technology node. The test chip was designed and fabricated in …