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Emerging neural hardware substrates, such as IBM's “TrueNorth” neurosynaptic system, can provide an appealing platform for deploying numerical algorithms. For example, a recurrent Hopfield neural network can be used to solve for the Moore-Penrose matrix inverse, which enables a broad class of linear optimizations to be solved efficiently, with very low energy cost. However, deploying numerical algorithms...
The mammalian visual system is uniquely capable of robustly recognizing objects in its field of view regardless of their orientation, scale, or position, while learning new objects from a small number of training examples and generalizing robustly to a broad class of visually similar objects. The cortical structures that implement the visual system have been successfully emulated in several biologically-inspired...
With increase in the awareness of security programming, the number of vulnerabilities for software on a machine have subsequently decreased. Exploiting these few vulnerabilities if present, require attackers to use their skills and efforts to exploit various services. Firewalls, access control lists (ACLs), intrusion detection and prevention system deployed in an organization are able to block and...
The research presented in this article investigates the influence of subliminal prime words on peoples' judgment about images, through electroencephalograms (EEGs). In this cross domain priming paradigm, the participants are asked to rate how much they like the stimulus images, on a 7-point Likert scale, after being subliminally exposed to masked lexical prime words, with EEG recorded simultaneously...
Low power consumption and smaller area are some of the most important criteria for the fabrication of high performance systems. Optimizing the speed and area of the multiplier is a major design issue. However, area and speed are usually conflicting constraints so that improving speed results mostly in larger area. In this research main aim was to determine the best solution to this problem by comparing...
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