Multiplierless and Sparse Machine Learning based on Margin Propagation Networks

no code implementations • 5 Oct 2019 • Nazreen P. M., Shantanu Chakrabartty, Chetan Singh Thakur

This is because at the fundamental level, neural network and machine learning operations extensively use MVM operations and hardware compilers exploit the inherent parallelism in MVM operations to achieve hardware acceleration on GPUs and FPGAs.

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