Neural Network Feedback Control: Work at UTA’s Automation and Robotics Research Institute

This is an outline of research in neural networks for feedback control done since the mid 1990s at the Automation and Robotics Research Institute (ARRI) of The University of Texas at Arlington (UTA). It shows how the developments of Intelligent Control Systems based on neural networks have followed three main generations. This statement provides a short, broad-brush perspective on the development of intelligent neural feedback controllers.     

A Genetic Dissociation of Learning and Recall in Caenorhabditis elegans.

A learning event can be dissociated into 3 components: acquisition, storage, and recall. When the laboratory wild-type strain of Caenorhabditis elegans (N2 strain) is exposed to benzaldehyde in the absence of food, the worms display a reduction of their attractive response to this volatile odorant. This results from the association between benzaldehyde and a nutrient-deficient environment. Another wild-type isolate, the CB4856 strain, fails to display this decreased response to benzaldehyde after exposure to benzaldehyde in the absence of food. However, like the N2 strain, when tested to isoamyl alcohol after benzaldehyde conditioning, the CB4856 strain displays a decreased isoamyl alcohol response. Therefore, the CB4856 strain does not have an acquisition deficit, but it suffers from a recall deficit specific to benzaldehyde. (PsycINFO Database Record (c) 2010 APA, all rights reserved)     

CADRE: An Asynchronous Embedded DSP for Mobile Phone Applications

Asynchronous design techniques have a number of compelling features that make them suited for complex system on chip designs. However, it is necessary to develop practical and efficient design techniques to overcome the present shortage of commercial design tools. This paper describes the development of CADRE (Configurable Asynchronous DSP for Reduced Energy), a 750K transistor, high performance, low-power digital signal processor IP block intended for digital mobile phone chipsets. A short time period was available for the project, and so a methodology was developed that allowed high-level simulation of the design at the earliest possible stage within the conventional schematic entry environment and simulation tools used for later circuit-level performance and power consumption assessment. Initial modeling was based on C behavioral models of the various data and control components, with the many asynchronous control circuits required automatically generated from their specifications. This has enabled design options to be explored and unusual features of the design, such as the Register Bank which is designed to exploit data access patterns, are presented along with the power and performance results of the processor as a whole.     

通过可重配置手机对付移动电话盗窃

在英国现在每3分钟就有一部移动电话被盗。这一现象并不仅局限于英国,而是一个全球问题,并且数量在不断上升。例如,在澳大利亚的新南威尔士,1999年10月至2000年9月间约有4万部移动电话被偷或被抢,比前一年增长了100%。     

Surface-acoustic-wave frequency-domain limiter

It is shown that, by exploiting the 2-dimensional structure of a SAW substrate to propagate different frequency components over distinct physical paths, the amplitude-limiting process that occurs at high power levels can be made `local? in the frequency domain. One application of such a frequency-domain limiter is to suppress CW interference in spread-spectrum communications.     

Gender differences in evaluations of tobacco and alcohol advertisements.

Examined the relation between gender and reactions to different styles of advertising tobacco and alcohol products among 41 females and 34 males (aged 12–16 yrs) and their parents (39 mothers and 36 fathers). Self-monitoring was also examined as a possible correlate. Ss rated magazine advertisements oriented toward the product's image or qualities. Girls liked image-oriented advertisements more and perceived them to be more persuasive than quality-oriented advertising. This gender difference was not observed among adults. All Ss liked image-oriented more than quality-oriented advertising. Moreover, image-oriented advertisements were seen as more persuasive than quality-oriented advertisements by girls' parents who were high in self-monitoring. Results suggest that girls in early adolescence may be particularly attentive to image-oriented commercials that portray smoking and drinking as desirable behaviors. (French abstract) (PsycINFO Database Record (c) 2010 APA, all rights reserved)     

Psychological adjustment of children with sickle cell disease: Stability and change over a 10-month period.

Rates of poor psychological adjustment of children with sickle cell disease remained relatively constant over initial and follow-up assessment points. 50 children (aged 7–12 yrs) and their mothers completed the initial protocol. 30 children completed the follow-up plus 5 additional children and their mothers. These Ss were aged 7–24 yrs at follow-up. With initial levels of adjustment controlled, children's strategies for coping with pain accounted for a significant increment in child-reported symptoms and mother-reported internalizing behavior problems at follow-up beyond the contribution of illness and demographic parameters and follow-up interval. (PsycINFO Database Record (c) 2010 APA, all rights reserved)