Throughput-Optimized OpenCL-based FPGA Accelerator for Large-Scale Convolutional Neural Networks

    ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, pp. 16-25, 2016.

    Cited by: 285|Bibtex|Views41|Links
    EI

    Abstract:

    Convolutional Neural Networks (CNNs) have gained popularity in many computer vision applications such as image classification, face detection, and video analysis, because of their ability to train and classify with high accuracy. Due to multiple convolution and fully-connected layers that are compute-/memory-intensive, it is difficult to ...More

    Code:

    Data:

    Your rating :
    0

     

    Tags
    Comments