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Are Better Machine Training Approaches Ahead?


We live in a time of unparalleled use of machine learning (ML), but it relies on one approach to training the models that are implemented in artificial neural networks (ANNs) — so named because they’re not neuromorphic. But other training approaches, some of which are more biomimetic than others, are being developed. The big question remains whether any of them will become commercially viab... » read more

Deep Learning Models With MATLAB And Cortex-A


Today, I’ve teamed up with Ram Cherukuri of MathWorks to provide an overview of the MathWorks toolchain for machine learning (ML) and the deployment of embedded ML inference on Arm Cortex-A using the Arm Compute Library. MathWorks enables engineers to get started quickly and makes machine learning possible without having to become an expert. If you’re an algorithm engineer interested ... » read more

Electronic Labeling Takes Off


One hit product for the Internet of Things (IoT) market is the electronic shelf label (ESL). The ESL is rapidly replacing the paper price labels on store shelves throughout Europe and Asia, as well as within retail giants such as Walmart in the United States. But why are retailers replacing nearly zero cost paper labels with an electronic widget that sells for on the order of $5 each (prici... » read more