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12/30/2020
Understanding Power Consumption and Reliability of High-Bandwidth Memory with Voltage Underscaling
Modern computing devices employ High-Bandwidth Memory (HBM) to meet thei...
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06/01/2020
Exceeding Conservative Limits: A Consolidated Analysis on Modern Hardware Margins
Modern large-scale computing systems (data centers, supercomputers, clou...
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05/04/2020
An Experimental Study of Reduced-Voltage Operation in Modern FPGAs for Neural Network Acceleration
We empirically evaluate an undervolting technique, i.e., underscaling th...
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12/26/2019
On the Resilience of Deep Learning for Reduced-voltage FPGAs
Deep Neural Networks (DNNs) are inherently computation-intensive and als...
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05/14/2019
TauRieL: Targeting Traveling Salesman Problem with a deep reinforcement learning inspired architecture
In this paper, we propose TauRieL and target Traveling Salesman Problem ...
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03/29/2019