SWPU: A 126.04 TFLOPS/W Edge-Device Sparse DNN Training Processor With Dynamic Sub-Structured Weight Pruning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2022.3184175
Abstract: When deploying deep neural networks (DNNs), edge devices training is practical to improve model adaptivity for various user-specific scenarios while avoiding privacy disclosure. However, the training computation is intolerable for edge devices. It inspires sparse… read more here.
Keywords: training; inline formula; sub structured; tex math ... See more keywords
Variance effective population size is affected by census size in sub-structured populations.
Sign Up to like & getrecommendations! Published in 2023 at "Molecular ecology resources"
DOI: 10.1111/1755-0998.13804
Abstract: Measurement of allele frequency shifts between temporally spaced samples has long been used for assessment of effective population size (Ne ), and this 'temporal method' provides estimates of Ne referred to as variance effective size… read more here.
Keywords: variance effective; effective population; sub structured; size ... See more keywords