Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312121118> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W4312121118 abstract "The demand for low-power, high-performance neuromorphic chips is increasing. However, conventional testing is not applicable to neuromorphic chips due to three reasons: (1) lack of scan DfT, (2) stochastic characteristic, and (3) configurable functionality. In this paper, we present an automatic test configuration and pattern generation (ATCPG) method for testing a configurable stochastic neuromorphic chip without using scan DfT. We use machine learning to generate test configurations. Then, we apply a modified fast gradient sign method to generate test patterns. Finally, we determine test repetitions with statistical power of test. We conduct experiments on one of the neuromorphic architectures, spiking neural network, to evaluate the effectiveness of our ATCPG. The experimental results show that our ATCPG can achieve 100% fault coverage for the five fault models we use. For testing a 3-layer model at 0.05 significant level, we produce 5 test configurations and 67 test patterns. The average test repetitions of neuron faults and synapse faults are 2,124 and 4,557, respectively. Besides, our simulation results show that the overkill matched our significance level perfectly." @default.
- W4312121118 created "2023-01-04" @default.
- W4312121118 creator A5017361488 @default.
- W4312121118 creator A5028815706 @default.
- W4312121118 creator A5050092575 @default.
- W4312121118 creator A5053987397 @default.
- W4312121118 date "2022-10-30" @default.
- W4312121118 modified "2023-09-26" @default.
- W4312121118 title "Automatic Test Configuration and Pattern Generation (ATCPG) for Neuromorphic Chips" @default.
- W4312121118 cites W1604973310 @default.
- W4312121118 cites W2034602202 @default.
- W4312121118 cites W2037557484 @default.
- W4312121118 cites W2073273918 @default.
- W4312121118 cites W2130360162 @default.
- W4312121118 cites W2159951683 @default.
- W4312121118 cites W2163288878 @default.
- W4312121118 cites W2582645878 @default.
- W4312121118 cites W2783525259 @default.
- W4312121118 cites W2892077605 @default.
- W4312121118 cites W4200200280 @default.
- W4312121118 cites W4250083410 @default.
- W4312121118 doi "https://doi.org/10.1145/3508352.3549422" @default.
- W4312121118 hasPublicationYear "2022" @default.
- W4312121118 type Work @default.
- W4312121118 citedByCount "0" @default.
- W4312121118 crossrefType "proceedings-article" @default.
- W4312121118 hasAuthorship W4312121118A5017361488 @default.
- W4312121118 hasAuthorship W4312121118A5028815706 @default.
- W4312121118 hasAuthorship W4312121118A5050092575 @default.
- W4312121118 hasAuthorship W4312121118A5053987397 @default.
- W4312121118 hasBestOaLocation W43121211181 @default.
- W4312121118 hasConcept C11731999 @default.
- W4312121118 hasConcept C118524514 @default.
- W4312121118 hasConcept C119599485 @default.
- W4312121118 hasConcept C121332964 @default.
- W4312121118 hasConcept C126953365 @default.
- W4312121118 hasConcept C127313418 @default.
- W4312121118 hasConcept C127413603 @default.
- W4312121118 hasConcept C134146338 @default.
- W4312121118 hasConcept C151927369 @default.
- W4312121118 hasConcept C154945302 @default.
- W4312121118 hasConcept C163258240 @default.
- W4312121118 hasConcept C165005293 @default.
- W4312121118 hasConcept C165205528 @default.
- W4312121118 hasConcept C175551986 @default.
- W4312121118 hasConcept C17626397 @default.
- W4312121118 hasConcept C41008148 @default.
- W4312121118 hasConcept C50644808 @default.
- W4312121118 hasConcept C62520636 @default.
- W4312121118 hasConcept C76155785 @default.
- W4312121118 hasConceptScore W4312121118C11731999 @default.
- W4312121118 hasConceptScore W4312121118C118524514 @default.
- W4312121118 hasConceptScore W4312121118C119599485 @default.
- W4312121118 hasConceptScore W4312121118C121332964 @default.
- W4312121118 hasConceptScore W4312121118C126953365 @default.
- W4312121118 hasConceptScore W4312121118C127313418 @default.
- W4312121118 hasConceptScore W4312121118C127413603 @default.
- W4312121118 hasConceptScore W4312121118C134146338 @default.
- W4312121118 hasConceptScore W4312121118C151927369 @default.
- W4312121118 hasConceptScore W4312121118C154945302 @default.
- W4312121118 hasConceptScore W4312121118C163258240 @default.
- W4312121118 hasConceptScore W4312121118C165005293 @default.
- W4312121118 hasConceptScore W4312121118C165205528 @default.
- W4312121118 hasConceptScore W4312121118C175551986 @default.
- W4312121118 hasConceptScore W4312121118C17626397 @default.
- W4312121118 hasConceptScore W4312121118C41008148 @default.
- W4312121118 hasConceptScore W4312121118C50644808 @default.
- W4312121118 hasConceptScore W4312121118C62520636 @default.
- W4312121118 hasConceptScore W4312121118C76155785 @default.
- W4312121118 hasLocation W43121211181 @default.
- W4312121118 hasOpenAccess W4312121118 @default.
- W4312121118 hasPrimaryLocation W43121211181 @default.
- W4312121118 hasRelatedWork W2340957901 @default.
- W4312121118 hasRelatedWork W2403181385 @default.
- W4312121118 hasRelatedWork W2960220682 @default.
- W4312121118 hasRelatedWork W2986579802 @default.
- W4312121118 hasRelatedWork W3031505884 @default.
- W4312121118 hasRelatedWork W3214713078 @default.
- W4312121118 hasRelatedWork W4213353724 @default.
- W4312121118 hasRelatedWork W4306160827 @default.
- W4312121118 hasRelatedWork W4312121118 @default.
- W4312121118 hasRelatedWork W4313484726 @default.
- W4312121118 isParatext "false" @default.
- W4312121118 isRetracted "false" @default.
- W4312121118 workType "article" @default.