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Soft Error Resilience Analysis of LSTM Networks
Long Short-Term Memory (LSTM) deep neural networks are diverse in the tasks they can accomplish, such as image captioning and speech recognition. However, they remain susceptible to transient faults when deployed in environments with high-energy ...
Comprehensive Analysis of Generated Single Event Transients in Most Common Logic Cells of Skywater's 130-nm Technology
Digital integrated circuits are susceptible to single event transients (SETs) from particle strikes, crucial in mission-critical space systems due to potential errors and data corruption. This study thoroughly analyzes basic and complex logic gates from ...
HCRF: A Hardware Checkpoint-based Recovery Framework in light dual-core lockstep processors
Lockstep processors have become enormously popular in the global market, as automotive vehicles show significant demands for microprocessors with high reliability and safety. Vendors usually develop off-core level lockstep processors which are composed ...
Educational Tool-spaces for Convolutional Neural Network FPGA Design Space Exploration Using High-Level Synthesis
- Richard C Yarnell,
- Mousam Hossain,
- Raul Graterol,
- Ayush Pindoria,
- Sujan Ghimire,
- Muhtasim Alam Chowdhury,
- Soheil Salehi,
- Yu Bai,
- Ronald F. Demara
There is significant demand and urgency to prepare electrical and computer engineering students regarding the operational and performance characteristics of machine learning (ML) hardware accelerators. Convolutional Neural Networks (CNNs), which are ...
Step-by-Step Tutoring Support for Student Success in Circuit Analysis Courses
Major extensions to a step-based tutoring system for linear circuit analysis courses and systematic evaluation of the system are described. The system randomly generates circuit problems for each student. Topics includes advanced ones such as Laplace-...
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Acceptance Rates
Year | Submitted | Accepted | Rate |
---|---|---|---|
GLSVLSI '18 | 197 | 48 | 24% |
GLSVLSI '17 | 197 | 48 | 24% |
GLSVLSI '16 | 197 | 50 | 25% |
GLSVLSI '15 | 148 | 41 | 28% |
GLSVLSI '14 | 179 | 49 | 27% |
GLSVLSI '13 | 238 | 76 | 32% |
Overall | 1,156 | 312 | 27% |