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Abhijit R. Asati

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Open access 2026

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

A high-speed CNN classification model with full layer-wise control is proposed, enabling seamless streaming of pixel data across all CNN layers via line buffers, resulting in high classification speed, low-power, and low energy consumption per classification.

Jyoti Pandey, Abhijit R. Asati · IEEE Access · 0 citations