The neurocontroller of the pasteurization machine was developed. It consists of two parts: the neuroemulator and the serial neurocontroller, which are based on the multilayer perceptron structure. The neurocontroller has been implemented as a module in the SCADA-system at OJSC “Savushkin product” and has a good effect in comparison with the conventional PID controller. Testing showed the effect...

[1] J. P. M. Schalkwijk, “The binary multiplying channel—A coding scheme that operates beyond Shannon’s inner bound region,” IEEE Trans. Inf. Theory, vol. 28, pp. 107–110, January 1982. [2] J. P. M. Schalkwijk, “On an extension of an achievable rate region for the binary multiplying channel,” IEEE Trans. Inf. Theory, vol. 29, pp. 445–448, May 1983. [3] Z. Zhang, T. Berger, and J. P. M. Schalkwi...

Segregation of the germ line from the soma is an essential event for transmission of genetic information across generations in all sexually reproducing animals. Although some well-studied systems such as Drosophila and Xenopus usematernally inherited germ determinants to specify germ cells, most animals, including mice, appear to utilize zygotic inductive cell signals to specify germ cells duri...

1. Overview and The One-Time Pad: 1/7/2013 1 2. Pseudorandom Generators: 1/9/2013 3 Week 1 Videos: History of Cryptography and Discrete Probability 5 3. More Stream Ciphers : 1/14/2013 7 4. Block Ciphers : 1/16/2013 9 5. Section 1: Getting Started With Javascript, taught by Lucas Garron: 1/18/2013 11 6. AES: 1/23/2013 12 7. More PRFs and PRPs: 1/28/2013 13 8. Message Authentication Codes: 1/30/...

Absorption of monoclonal antibodies (mAbs) after s.c. injection results from the interplay among several kinetic processes. The aims of this study were to investigate the absorption mechanisms of rituximab in rats by using slow s.c. infusion and coadministration with nonspecific IgG or hyaluronidase, and to evaluate the predictive performance of the pharmacokinetic model previously developed to...

In this paper we train a logistic regression function for two forms of link prediction among a set of 244 suspected terrorists in a social network. We train and test on a dataset created at the University of Maryland and further modified at UCSD by Eric Doi and Ke Tang [2]. The supposed terrorists have several labels for the nature of their links to other supposed terrorists; terrorists are cla...

In this assignment we studied Google Local’s Maps and Restaurants data. The goal was to extract restaurants’ information from the dataset and to study how restaurants perform based on different features offered by the dataset. We studied three main features and how they affect a restaurant to stay in business; one was related to the geographical grouping of the restaurants, the other was how us...

Family Planning Perspectives pared with 63% of those among Hispanic women and 54% of those among white and other non-Hispanic women.2 The greater prevalence of unplanned pregnancy among low-income women and among black or Hispanic women reflects their lower levels of contraceptive use3 and higher likelihood of contraceptive failure.4 However, it is not clear whether racial and ethnic difference...