This note gives a closed form expression for the linear transform computed by an optimally trained linear heteroencoder network of arbitrary topology trained to minimize squared error. The transform can be thought of as a restricted rank version of the basic linear least-squares regression (discrete Wiener filter) between input and output. The rank restriction is set by the “bottleneck” size of...

Corresponding author: Eun Yong Chung, M.D., Ph.D., Department of Anesthesiology and Pain Medicine, Bucheon St. Mary's Hospital, The Catholic University of Korea College of Medicine, 327, Sosa-ro, Wonmi-gu, Bucheon 420-717, Korea. Tel: 82-32-340-2158, Fax: 82-32-340-2255, E-mail: [email protected] This is an open-access article distributed under the terms of the Creative Commons Attribution ...

Acta Geologica Sinica - English EditionVolume 96, Issue 6 p. 2158-2158 RetractedFree Access Retracted: The Original Organism Assemblages and Kerogen Carbon Isotopic Compositions of the Early Paleozoic Source Rocks in Tarim Basin, China This article retracts following: Guang HU, Qingqiang MENG, Jie WANG, Tengger , Xiaomin XIE, Longfei LU, Houyong LUO, Wenhui LIU, Volume 92Issue 6Acta Edition pag...

background: air pollution is one of the most important factors threatening the health of citizens. it increases the prevalence of cardiovascular and respiratory diseases as well as emergency admissions to hospitals in the polluted metropolitan cities. the present study was conducted using air quality (airq) model and aimed to investigate the effects of air pollution on the number of emergency c...

The theory of respectively interpretation proposed in Yatabe and Tam (2021) "In defense an HPSG-based non-constituent coordination" (Linguistics Philosophy 44, pp. 1-77) entails that Binding Conditions A B need to be formulated as constraints on the form semantic representations. It is possible formulate two binding conditions such if anaphoric relations are encoded representations a way analog...

Activating transcription factor-(ATF-) 3, a stress-inducible transcription factor, is rapidly upregulated under various stress conditions and plays an important role in inducing cancer cell apoptosis. NBM-TP-007-GS-002 (GS-002) is a Taiwanese propolin G (PPG) derivative. In this study, we examined the antitumor effects of GS-002 in human hepatoma Hep3B and HepG2 cells in vitro. First, we found ...

Abstract So-called respectively readings have posed serious challenges for theories of syntax and semantics. Sentences like George and Martha respectively denounced and were denounced by the governor (McCawley 1998) show that although the conjoined verbal expressions share the same syntactic subject, they do not predicate that subject in the same way; George (not Martha) denounced the governor,...

the virulence of four iranian isolates and one exotic isolate of beauveria bassiana on the fifth instar nymphs and also five iranian isolates and one exotic isolate of it on the adults of eurygaster integriceps puton was studied using dipping and topical micro-application techniques, respectively. nymphs were highly susceptible to the isolates. comparison of lc50 values showed no significant di...