Author

Bibin Francis

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Aug 2026

An Area-Efficient CNN Accelerator for Handwritten Digit Recognition on FPGA-Based Edge Systems

This paper describes a compact convolutional neural network (CNN) accelerator for handwritten digit recognition on the Xilinx PYNQ-Z2 platform. The proposed network architecture comprises two shallow convolutional layers (2 filters each) and two fully connected layers (12 neurons, then 10 neurons), with exactly 4,936 t...

Aiswarya K, Bibin Francis, L. G et al. · International Symposium on V... · 0 citations