We train a number of neural networks to play games Bowling, Breakout and Seaquest using information stored in the memory of a video game console Atari 2600. We consider four models of neural networks which differ in size and architecture: two networks which use only information contained in the RAM and two mixed networks which use both information in the RAM and information from the screen. As ...

This paper provides an exploration of the concept and content of Agile Manufacturing. It describes the nature of the content of AM and synthesises the literature to propose a comprehensive definition of purpose and process. Real Agile Manufacturing (RAM) is viewed as a strategic process; it is about surviving and prospering in the competitive environment of continuous and unpredictable change b...

Fifteen fertile rams (live weight 55.9 ± 1.21 kg, and 2.5-3 years old) were randomly allotted to three diets consisting of 0 (Control), 12.5 (PBP-12.5), and 25 % (PBP-25.5) pistachio by-products (PBP) in dry matter. Sperm motility parameters were detrimentally affected in animals feeding on PBP-25% diet (P<0.05). Sperm concentration of C17-1, C22-6-n-3, C18-2-Cis and C22-6 n-3 fatty acids decre...

OBJECTIVE Analyze risk factors for drowning deaths in tanks, from home, for children between one and four years, residents of the metropolitan area of Guadalajara and the neighboring municipalities in the period 2009-2011. MATERIAL AND METHODS Case-control study, 28 children (cases) between one and four years old, whose cause of death was drowning in the well of your home, from 2009-2011, in ...

Eukaryotic gene expression is dependent on the modification of the first transcribed nucleotide of pre-mRNA by the addition of the 7-methylguanosine cap. The cap protects transcripts from exonucleases and recruits complexes which mediate transcription elongation, processing and translation initiation. The cap is synthesized by a series of reactions which link 7-methylguanosine to the first tran...

AIMS The main focus of this study is to illustrate the importance of the statistical analysis in the evaluation of the accuracy of malaria diagnostic tests, without admitting a reference test, exploring a dataset (n=3317) collected in São Tomé and Príncipe. METHODS Bayesian Latent Class Models (without and with constraints) are used to estimate the malaria infection prevalence, together with ...