Maximizing CNN Accelerator Efficiency Through Resource Partitioning

Yongming Shen, Michael Ferdman, Peter Milder

Convolutional neural networks (CNNs) are revolutionizing machine learning, but they present significant computational challenges. Recently, many FPGA-based accelerators have been p…