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07/20/2023
Approximate Computing Survey, Part II: Application-Specific Architectural Approximation Techniques and Applications
The challenging deployment of compute-intensive applications from domain...
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07/20/2023
Approximate Computing Survey, Part I: Terminology and Software Hardware Approximation Techniques
The rapid growth of demanding applications in domains applying multimedi...
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07/17/2023
Evaluating and Enhancing Robustness of Deep Recommendation Systems Against Hardware Errors
Deep recommendation systems (DRS) heavily depend on specialized HPC hard...
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12/07/2022
Assessing and Analyzing the Resilience of Graph Neural Networks Against Hardware Faults
Graph neural networks (GNNs) have recently emerged as a promising learni...
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11/10/2022
Semantic Learning and Emulation Based Cross-platform Binary Vulnerability Seeker
Clone detection is widely exploited for software vulnerability search. T...
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09/23/2022
NasHD: Efficient ViT Architecture Performance Ranking using Hyperdimensional Computing
Neural Architecture Search (NAS) is an automated architecture engineerin...
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07/24/2022
Hyperdimensional Computing vs. Neural Networks: Comparing Architecture and Learning Process
Hyperdimensional Computing (HDC) has obtained abundant attention as an e...
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03/25/2022
EnHDC: Ensemble Learning for Brain-Inspired Hyperdimensional Computing
Ensemble learning is a classical learning method utilizing a group of we...
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02/11/2022
Automated Architecture Search for Brain-inspired Hyperdimensional Computing
This paper represents the first effort to explore an automated architect...
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02/07/2022
HDCoin: A Proof-of-Useful-Work Based Blockchain for Hyperdimensional Computing
Various blockchain systems and schemes have been proposed since Bitcoin ...
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06/05/2021
MoleHD: Automated Drug Discovery using Brain-Inspired Hyperdimensional Computing
Modern drug discovery is often time-consuming, complex and cost-ineffect...
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05/26/2021
HDXplore: Automated Blackbox Testing of Brain-Inspired Hyperdimensional Computing
Inspired by the way human brain works, the emerging hyperdimensional com...
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03/15/2021
HDTest: Differential Fuzz Testing of Brain-Inspired Hyperdimensional Computing
Brain-inspired hyperdimensional computing (HDC) is an emerging computati...
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02/08/2021
Machine Learning-based Classification of Active Walking Tasks in Older Adults using fNIRS
Decline in gait features is common in older adults and an indicator of d...
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06/30/2018
