SemifreddoNets: Partially Frozen Neural Networks for Efficient Computer Vision Systems

Leo F Isikdogan, Bhavin V Nayak, Chyuan-Tyng Wu +3

We propose a system comprised of fixed-topology neural networks having partially frozen weights, named SemifreddoNets. SemifreddoNets work as fully-pipelined hardware blocks that a…