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11/09/2021
Adaptable Register File Organization for Vector Processors
Modern scientific applications are getting more diverse, and the vector ...
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10/29/2021
A RISC-V Simulator and Benchmark Suite for Designing and Evaluating Vector Architectures
Vector architectures lack tools for research. Consider the gem5 simulato...
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05/10/2020
Power and Accuracy of Multi-Layer Perceptrons (MLPs) under Reduced-voltage FPGA BRAMs Operation
In this paper, we exploit the aggressive supply voltage underscaling tec...
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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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12/01/2019
A Novel FPGA-Based High Throughput Accelerator For Binary Search Trees
This paper presents a deeply pipelined and massively parallel Binary Sea...
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06/14/2018
On the Resilience of RTL NN Accelerators: Fault Characterization and Mitigation
Machine Learning (ML) is making a strong resurgence in tune with the mas...
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04/14/2018
