Unlocking efficiency in BNNs: global by local thresholding for analog-based HW accelerators

evaluations with two BNN architectures, using LTA reduces the area by 42x and 54x, the energy by 2.7x and 4.2x, and the latency by 3.8x and 1.15x, compared to the state-of-the-art crossbar-based BNN accelerators …

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[AlW91a] - Chair 3 - Department of Computer Science - TU Dortmund

Alijani und Horst F. Wedde Enhanced Reliability for Scheduling Critical Tasks in Hard Real-Time Systems 2nd International Conference on Computing and Information, Ottawa, 1991-05 Abstract Hard real-time systems [...] in systems performing critical activities, measures that provide fault tolerance should be included [2]. This paper focuses on the design and evaluation of a highly reliable integrated system which consists …

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