2 papers
cs.AR2026
Energy Efficient Exact and Approximate Systolic Array Architecture for Matrix Multiplication
Pragun Jaswal, L. Hemanth Krishna, B. Srinivasu
Deep Neural Networks (DNNs) require highly efficient matrix multiplication engines for complex computations. This paper presents a systolic array architecture incorporating novel e…
cs.AR2025
Approximate Signed Multiplier with Sign-Focused Compressor for Edge Detection Applications
L. Hemanth Krishna, Srinivasu Bodapati, Sreehari Veeramachaneni +2
This paper presents an approximate signed multiplier architecture that incorporates a sign-focused compressor, specifically designed for edge detection applications in machine lear…