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 ...

Purpose: Infected episiotomy (IE) is a rare complication of vaginal delivery. However, the practical use risk factors involved in development IE unclear. The aim this study to create scoring model be applied clinical practice with we will determine so as predict IE. 
 Materials and Methods: All women who were delivered vaginally mediolateral within 1-year period included retrospective stud...

The Banach space E has the weakly compact approximation property (W.A.P.) if there is C < ∞ so that the identity map IE can be uniformly approximated on any weakly compact subset D ⊂ E by weakly compact operators V on E satisfying ‖V ‖ ≤ C. We show that the spaces N(`, `) of nuclear operators ` → ` have the W.A.P. for 1 < q ≤ p < ∞, but that the Hardy space H does not have the W.A.P.

m o n o ch o ri o n ic /d ia m n io ti c tw in g es ta ti o n s: a s ys te m at ic li te ra tu re r ev ie w . J U lt ra so u n d M ed 2 0 0 7 N o v; 26 (1 1) :1 4 91 -8 . 3) E va n s M I, G o ld b er g JD , H o re n st ei n J, W ap n er R J, A yo u b M A , S to n e J, e t al . S el ec ti ve t er m in at io n f o r st ru ct u ra l, ch ro m o so m al , a n d m en d el ia n a n o m al ie s: in te ...

Kreisman, Stuart H., Anthony Manzon, Sharon J. Nessim, José A. Morais, Réjeanne Gougeon, Simon J. Fisher, Mladen Vranic, and Errol B. Marliss. Glucoregulatory responses to intense exercise performed in the postprandial state. Am J Physiol Endocrinol Metab 278: E786–E793, 2000.—A sevento eightfold increment in hepatic glucose production (endogenous Ra) occurs in postabsorptive (PA) intense exerc...

Developing facile approaches to fit in large-scale fabrication of efficient and durable catalytic electrodes is highly desirable for oxygen electrocatalysis metal–air batteries. Herein, a strategy based on phase separation laser induction proposed prepare 3D binder-free integrated (IEs). The between polybenzimidazole (PBI) solution coagulation bath containing metal precursors occurs form interc...

The consortium consists of ten partners from Austria, Finland, Germany, Greece and Switzerland. They reflect different forms of government and public administrations throughout Europe. The partners represent a balanced mixture of public and private research institutions, local and global public administrations as well as relevant providers. S Si ie e m me e n ns s A A u us st t r ri ia a ((F Fi...