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03/22/2023
A Cycle-Accurate Soft Error Vulnerability Analysis Framework for FPGA-based Designs
Many aerospace and automotive applications use FPGAs in their designs du...
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11/15/2022
HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers
While vision transformers (ViTs) have continuously achieved new mileston...
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09/27/2022
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery
In this paper, we propose an accurate yet fast small object detection me...
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09/06/2022
TAPA: A Scalable Task-Parallel Dataflow Programming Framework for Modern FPGAs with Co-Optimization of HLS and Physical Design
In this paper, we propose TAPA, an end-to-end framework that compiles a ...
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08/23/2022
SASA: A Scalable and Automatic Stencil Acceleration Framework for Optimized Hybrid Spatial and Temporal Parallelism on HBM-based FPGAs
Stencil computation is one of the fundamental computing patterns in many...
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05/16/2022
TopSort: A High-Performance Two-Phase Sorting Accelerator Optimized on HBM-based FPGAs
The emergence of high-bandwidth memory (HBM) brings new opportunities to...
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12/27/2021
FitAct: Error Resilient Deep Neural Networks via Fine-Grained Post-Trainable Activation Functions
Deep neural networks (DNNs) are increasingly being deployed in safety-cr...
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12/25/2021
Stealthy Attack on Algorithmic-Protected DNNs via Smart Bit Flipping
Recently, deep neural networks (DNNs) have been deployed in safety-criti...
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12/08/2021
SeaPlace: Process Variation Aware Placement for Reliable Combinational Circuits against SETs and METs
Nowadays nanoscale combinational circuits are facing significant reliabi...
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12/07/2021
BDFA: A Blind Data Adversarial Bit-flip Attack on Deep Neural Networks
Adversarial bit-flip attack (BFA) on Neural Network weights can result i...
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07/03/2018
Best-Effort FPGA Programming: A Few Steps Can Go a Long Way
FPGA-based heterogeneous architectures provide programmers with the abil...
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11/11/2016
Revisiting FPGA Acceleration of Molecular Dynamics Simulation with Dynamic Data Flow Behavior in High-Level Synthesis
Molecular dynamics (MD) simulation is one of the past decade's most impo...
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10/31/2016