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AI & IT

Beyond CMOS or More Moore technologies to power Next Generation Computers, communications, industrial and Defense Systems

In 1965 R&D Director at Fairchild (and later Intel co-founder) Gordon Moore predicted continued systemic declines in cost and increase in performance of integrated circuits in his paper “Cramming more components onto integrated circuits.”Moore’s Law which stated that the number of transistors on a chip will double approximately every two …

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Modern Bigdata Battlefield requires rugged commercial-off-the-shelf (COTS) Computers and Servers

Military is increasingly looking to commercial ICT devices like Smartphones and tablets and they are rapidly making their way into military operations. Modern ICT devices can provide  “information superiority” to military by providing information with  greater timeliness, relevance, accuracy, and comprehensiveness than to an adversary.   Intelligence and military applications rely on …

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Embedded AI or Tiny AI, the next revolution in embedded systems and Military internet of things (MIOT)

The general definition of AI is the capability of a computer system to perform tasks that normally require human intelligence, such as visual perception, speech recognition and decision-making. Machine Learning (ML) is a subfield of Artificial Intelligence which attempts to endow computers with the capacity of learning from data, so that …

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Image compression systems becoming essential components on board satellites

Remote sensing of the environment, and especially Earth observation, is witnessing an explosion in terms of volume of available observations, which offer unprecedented capabilities towards the global-scale monitoring of natural and artificial processes.   Satellite imaging payloads, mostly operate a store-and-forward mechanism, whereby the captured images are stored on board …

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Next Robot revolution are robots with smart skin that can touch and feel

Robots have already become an indispensable part of our lives. Robots have revolutionized auto manufacturing, making plants safer and products more reliable — and reducing the number of people involved in the process. However, even inside a modern auto plant, robots have not been able to  replace the human touch …

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Advances in AI Assistants enabling US army to develop cognitive agents helping Soldiers Deal with Information Overload

Virtual assistants are the cutting edge of end user interaction, thanks to endless set of capabilities across multiple services. Today, we can ask virtual assistants like Amazon Alexa, Apple’s Siri, Google Now to perform simple tasks like, “What’s the weather”, “Remind me to take pills in the morning”, etc. in …

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Dedicated Hardware for Quantum Machine Learning to usher new era in AI by exponential speedup of applications

Quantum computing and quantum information processing is expected to have immense impact by performing tasks too hard for even the most powerful conventional supercomputer and have a host of specific applications, from code-breaking and cyber security to medical diagnostics, big data analysis and logistics.   One of the areas where …

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Militaries employ machine learning and DNNs for day and night Facial recognition to ship recognition

AI is a field of computer science dedicated to the theory and development of computer systems that are able to perform tasks normally requiring human intelligence, such as visual perception, speech recognition, translation between languages, decision-making, and problem-solving. The commonly used AI techniques are Machine Learning (ML), including Artificial Neural Network(ANN) …

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AI/ML industry starting with Google’s TensorFlow has introduced numerous open source libraries and frameworks

In mathematics, a tensor is an algebraic object that describes a linear mapping from one set of algebraic objects to another. According to Ars Technica, “Basically, a tensor is a matrix of equations, instead of a matrix of pure numbers. Tensor mathematics is the manipulation of these equation matrices as …

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Tensors are becoming important tool in Warfare from modeling combat to detect military targets using Google’s TensorFlow

In mathematics, a tensor is an algebraic object that describes a linear mapping from one set of algebraic objects to another. According to Ars Technica, “Basically, a tensor is a matrix of equations, instead of a matrix of pure numbers. Tensor mathematics is the manipulation of these equation matrices as …

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