Paolo Rech
University of Trento(IT)
Publications by Year
Research Areas
Radiation Effects in Electronics, Parallel Computing and Optimization Techniques, VLSI and Analog Circuit Testing, Advanced Neural Network Applications, Semiconductor materials and devices
Most-Cited Works
- → Analyzing and Increasing the Reliability of Convolutional Neural Networks on GPUs(2018)213 cited
- → Understanding GPU errors on large-scale HPC systems and the implications for system design and operation(2015)179 cited
- → Selective Hardening for Neural Networks in FPGAs(2018)132 cited
- → Evaluation and Mitigation of Radiation-Induced Soft Errors in Graphics Processing Units(2015)99 cited
- → Using Benchmarks for Radiation Testing of Microprocessors and FPGAs(2015)96 cited
- → Soft errors in DNN accelerators: A comprehensive review(2020)84 cited
- → Impact of GPUs Parallelism Management on Safety-Critical and HPC Applications Reliability(2014)81 cited
- → A New Hardware/Software Platform and a New 1/E Neutron Source for Soft Error Studies: Testing FPGAs at the ISIS Facility(2007)81 cited
- → Evaluation and Mitigation of Soft-Errors in Neural Network-Based Object Detection in Three GPU Architectures(2017)69 cited
- → Understanding the Impact of Quantization, Accuracy, and Radiation on the Reliability of Convolutional Neural Networks on FPGAs(2020)68 cited