Archaea represent one of the two primary domains of life1,2,3and are thought to have played a major role in the evolution of life and origin of Eukaryotes4,5,6. While most archaea remain uncultivated, cultivation-independent approaches, such as single-cell and metagenomic sequencing, have reve...
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The developed Inception-CycleGAN framework is ready to be tested with further COVID-19 X-Ray images of the chest.doi:10.1016/j.patrec.2021.11.020Ghazal BargshadySchool of Business, University of Southern Queensland, 37 Sinnathamby Blvd, Springfield Central, QLD 4300, AustraliaXujuan Zhou...
School of Engineering and Built Environment, Griffith University, Southport, QLD 4222, Australia * Author to whom correspondence should be addressed. Geotechnics 2022, 2(1), 171-190; https://doi.org/10.3390/geotechnics2010008 Submission received: 28 January 2022 / Revised: 10 February 2022 / ...
In the last step, the Neuromodulated Dopamine Hebbian Transfer Learning algorithm has been applied to fine-tune the weights. Figure 1. Flow chart of the NDHTL algorithm prediction of image classification based on deep learning. The Hebbian principles are used with a heterogeneous source and ...
1. Introduction Load forecasting is the process of predicting future electricity demand. It is an essential task for electricity grids and power system operators to allow for proper functioning and maintain a reliable supply of electricity. Therefore, accurate forecasting is imperative to plan and ...
Based on the 'likelihood' output of the Softmax layer to each class, the classification result is finally achieved. 2.4. Mix-Up Data Augmentation To expand the training data size to fully fine-tune the pre-trained CNN models, a Mix-up technique is applied in the experiment. It has been ...
DA (domain adaptation): First, the training policy is implemented in the simulated environment and then the trained policy is fine-tuned using the same amount of real-world training data as in the simulated environment. For the Transfer-RGB, Transfer-Depth, DR, and DA methods, we built a ...
One family of proteins hypothePslainztes 2d01t8o, 7b, 6e involved in this trafficking is the non-specific lipid transfer proteins (L2TofP1s0) [4,7]. 2. LipidbTiorsaynnsthfeesrisP. rIot steeeinmss CtoorueqlduirHe athvaet athKe elayrgReloylheyidnroCpuhotibcilcecButiioclseymnothnoe...