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Aryan Kodan

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Conference Aug 2026

Low-Power Binary Neural Network Accelerator with Scalable Processing and Bit-Stream Input

This paper presents the design, simulation, and ASIC-focused implementation of a Binary Convolutional Neural Network (BCNN) tailored for energy-efficient edge AI applications. The proposed architecture utilizes binarized weights and activations, substituting standard multipliers with XNOR-popcount operations to reduce...

Aryan Kodan, R. S · 0 citations

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