Binary neural networks (BNNs) have been proposed to reduce the heavy memory and computation burdens in deep networks. However, binarized weights activations BNNs cause huge information loss, which leads a severe accuracy decrease, hinders real-world applications of BNNs. To solve this problem, paper, we propose information-enhanced network (IE-Net) improve performance Firstly, design an binary ...

Subject Codes: 110 (congestive heart failure), 26 (exercise) df df df df df df dfie ie ie ie ie ie ield ld ld ld ld ld ABSTRACT Background: When advanced, heart failure (HF) with preserved ejection fraction (HFpEF) is

Septic embolism associated with infective endocarditis (IE) is the occlusion of a blood vessel caused by an infected thrombus traveling through bloodstream resulting in ischemia and/or infarction. can result infarction due to vascular and infection, inflammation possible abscess formation. Systemic embolization generally occurs left-sided IE, causing stroke, blindness or endophthalmitis, spleni...

MRI-acquired volumetric measurements from 100 dogs with presumptive idiopathic epilepsy (IE) and 41 non-epileptic (non-IE) dogs were used to determine if hippocampal asymmetry exists in the IE as compared to the non-IE dogs. MRI databases from three institutions were searched for dogs that underwent MRI of the brain and were determined to have IE and those that were considered non-IE dogs. Volu...

This study aimed to determine the aerosolization behavior of a nanodispersion of budesonide, prepared using microfluidic reactors. The size and morphology of budesonide nanoparticles were characterized by photon correlation spectroscopy (PCS) and transmission electron microscopy (TEM). Processing/formulation parameters for formation of the nanoparticles were studied to determine their effects o...