Hardware architecture for large parallel array of Random Feature Extractors applied to image recognition
Sign Up to like & getrecommendations! Published in 2017 at "Neurocomputing"
DOI: 10.1016/j.neucom.2016.09.118
Abstract: We demonstrate a low-power and compact hardware implementation of Random Feature Extractor (RFE) core. With complex tasks like Image Recognition requiring a large set of features, we show how weight reuse technique can allow to… read more here.
Keywords: random feature; hardware; image recognition;
Random Feature-Based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2022.3188363
Abstract: Kernel clustering has the ability to get the inherent nonlinear structure of the data. But the high computational complexity and the unknown representation of the kernel space make it unavailable for the data clustering in… read more here.
Keywords: distributed peer; clustering distributed; feature; peer ... See more keywords