TLDR "#DL networks in its most basic essence are perturbative system...s. They work by incrementally and gradually adjusting their initial state to eventually arrive at a targeted goal. In the most common usage of #DL, that is of supervised learning, the objective is to fit the pre-labeled training data towards minimizing a predictive loss function."

TLDR "#DL networks in its most basic essence are perturbative system...s. They work by incrementally and gradually adjusting their initial state to eventually arrive at a targeted goal. In the most common usage of #DL, that is of supervised learning, the objective is to fit the pre-labeled training data towards minimizing a predictive loss function."

TLDR "Worker productivity has not changed materially in over 20 year...s -- not since email and internet services permeated the office. But the pervasive use of artificial intelligence (AI) and #MachineLearning in business -- coupled with collaborative systems, internetworked teams and tech-savvy business leaders -- signals that we are getting closer to the next step-change in productivity."

TLDR "In an effort to benchmark deep learning on smartphones in the ...#Android ecosystem, researchers from the #ETHZurich (#Swiss Federal Institute of #Technology in #Zurich) #ComputerVision Lab last year developed an #AI #Benchmark application to measure the AI readiness of more than 200 Android devices and 100 mobile SoCs collected in the wild."