Optimized Hierarchical Cascaded Processing.

IEEE Journal on Emerging and Selected Topics in Circuits and Systems(2018)

引用 30|浏览42
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摘要
Recently, there has been an increasing demand for advanced classification capabilities embedded on wearable battery constrained devices, such as smartphones or watches. Achieving such functionality with a tight power and energy budget has proven a real challenge, specifically for large-scale neural network-based applications. Previously, cascaded systems have been proposed to minimize energy consu...
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关键词
Energy consumption,Task analysis,Complexity theory,Classification,Batteries,Circuits and systems,Neural networks
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