Category Science, Engineering & Applied Research

Distributed machine learning is scalable solution for computation requirements of gigantic DNNs, DARPA’s DIAMOND to develop new hardware and algorithms

distributed DNN

Machine learning is a set of algorithms which are modeled after the human brain and are designed to take in large amounts of data and recognize patterns. What sets them apart is not just how fast they can analyze data,…...

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DARPA’s INI developing AI algorithms of BCIs that allow troops to control unmanned systems using their brains.

DARPAINI scaled

Recent progress in central and peripheral neural interface technology has resulted in impressive capability demonstrations. These include the use of neural signals to control the reanimation of paralyzed muscles or to control high-dimensional prosthetic limbs, external robots, and even flight…...

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Military decision support require efficient optimization algorithms

military decision making process mar 08 3 16 728

Research in military mission planning is  an important field. Today military operations rely on increasingly complex joint and multinational environments. This calls for innovative concepts, doctrine, and technologies to support the emergence of new planning and execution systems that are…...

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DARPA plans revolutionary new architectures with Physics of AI (PAI) to accelerate AI in Defense Applications

DARPA ThirdWaveofAI

In past, DARPA had (R&D) that facilitated the advancement and application of “First Wave” (rule based) and “Second Wave” (statistical learning based) AI technologies. Today, DARPA continues to lead innovation in AI research which will help shape a future for…...

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DARPA’s Lagrange developing optimization algorithms for uncertain, dynamic, multiscale settings like Real time neuroimaging data

lagrange 2

Mathematical optimization is a branch of applied mathematics that in the broadest senselooks for best solution with regard to some criterion from some set of available alternatives. The advent of the digital computer and a tremendous subsequent increase in our…...

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UNESCO maps Global Science and Technology trends towards 2030 amidst Geopolitical developments

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For two decades now, the UNESCO Science Report series has been mapping science, technology and innovation (STI) around the world on a regular basis. It is a quinquennial report that focuses on longer-term trends, with respect to policy and science…...

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