Sushma Rao

SemifreddoNets: Partially Frozen Neural Networks for Efficient Computer Vision Systems

We propose a system comprised of fixed-topology neural networks having partially frozen weights, named SemifreddoNets. SemifreddoNets work as fully-pipelined hardware blocks that are optimized to have an efficient hardware implementation. Those blocks freeze a certain portion of the parameters at ev…