Exploiting Neural-Network Statistics for Low-Power DNN Inference

Specialized compute blocks have been developed for efficient nn execution. However, due to the vast amount of data and parameter movements, the interconnects and on-chip memories form another bottleneck, impairing power and performance. This work addresses this bottleneck by contributing a low-power...

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Bibliographic Details
Main Authors: Lennart Bamberg, Ardalan Najafi, Alberto Garcia-Ortiz
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of Circuits and Systems
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10498075/
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