Abhijit R. Asati

A High-Speed, Low-Power Pipelined CNN Implementation on FPGA Using On-Chip Processing and Layer-Wise Streaming Control

Convolutional Neural Networks (CNNs) are extensively used in advanced image processing applications. However, their computational complexity makes real-time deployment challenging. In this research, a high-speed CNN classification model with full layer-wise control is proposed, enabling seamless streaming of pixel data...