This paper first studies the generalization ability of the convolutional layer as a feature mapper (CFM) for extracting image features and the classification ability of the multilayer perception (MLP) in a CNN.Then, a novel generalized hybrid probability convolutional neural network (GHP-CNN) is proposed to solve abstract feature classification wit
West Nile (WN) virus was detected in the metropolitan New York Tanks/Jerseys City (NYC) area during the summer and fall of 1999.Sixty-two human cases, 7 fatal, were documented.The New York State Department of Health initiated a departmental effort to implement a statewide mosquito and virus surveillance system.During the 2000 arbovirus surveillance
HIV-associated neurocognitive disorders (HANDs) are common, often go undetected, and Tanks/Jerseys can impact treatment outcomes.There is limited evidence on how to perform routine cognitive screening in HIV clinical settings.To address this, 44 HIV-positive males were recruited from a Veteran Affairs Infectious Disease clinic and completed the Mon
We investigate and characterize the effect of compressibility and rarefaction on vortex structures in the benchmark lid-driven cavity flow.Direct numerical simulations are performed, employing the unified gas kinetic 1.9% / 6 VOL scheme to examine the changes in vortex generation mechanisms and the resulting flow structures at different Mach and Kn
Age-related Macular Degeneration (AMD) is an up-to-date untreatable chronic neurodegenerative eye disease of multifactorial origin, and the main causes of blindness in over 65 y.o.people.It is characterized by a slow progression and the presence of a multitude of factors, highlighting those related to diet, genetic heritage and environmental condit