Estimating Error Rate in Defective Logic Using Signature Analysis
IEEE Transactions on Computers
Reduction of detected acceptable faults for yield improvement via error-tolerance
Proceedings of the conference on Design, automation and test in Europe
Multi-vector tests: a path to perfect error-rate testing
Proceedings of the conference on Design, automation and test in Europe
Threshold testing: improving yield for nanoscale VLSI
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Hardware that produces bounded rather than exact results
Proceedings of the 47th Design Automation Conference
Approximate logic synthesis for error tolerant applications
Proceedings of the Conference on Design, Automation and Test in Europe
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
AppAdapt: opportunistic application adaptation in presence of hardware variation
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Journal of Electronic Testing: Theory and Applications
Neural Network Guided Spatial Fault Resilience in Array Processors
Journal of Electronic Testing: Theory and Applications
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In this paper, we propose a system-level error tolerance scheme for systems where a linear transform is combined with quantization. These are key components in multimedia compression systems, e.g., video and image codecs. Using the concept of acceptable degradation, our scheme classifies hardware faults into acceptable and unacceptable faults. We propose analysis techniques that allow us to estimate the faults驴 impact on compression performance, and in particular on the quality of decoded images/video. We consider as an example the Discrete Cosine Transform (DCT), which is part of a large number of existing image and video compression systems. We propose methods to establish thresholds of acceptable degradation and corresponding testing algorithms for DCT-based systems. Our results for a JPEG encoder using a typical DCT architecture show that over 50% of single stuck-at interconnection faults in one of its 1D DCT modules lead to imperceptible quality degradation in the decoded images, over the complete range of compression rates at which JPEG can operate.