Category AI & IT

DARPA’s LwLL developing more efficient machine learning by massively reducing the amount of labeled data needed to train accurate models

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Deep learning is a type of machine learning in which a model learns to perform classification tasks directly from images, text, or sound. Deep learning is usually implemented using a neural network architecture. Deep learning architectures such as deep neural…...

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DARPA AI Next pioneering AI technologies which are explainable, secure, resiliant and with common sense reasoning.

Traditionally, we have designed machines to handle well-defined, high-volume or high-speed tasks, freeing humans to focus on problems of ever-increasing complexity. In the 1950s and 1960s, early computers were automating tedious or laborious tasks. It was during this era that…...

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DARPA’s GAILA developing AI for Military robots acquire language like Children learn from their parents

GAILA

The past few decades have seen explosive growth in development and training of AI systems, which are now embodied in digital computing processes spanning several key industries. One area that has benefited from AI, and specifically Machine Learning (ML) techniques…...

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Supercomputers can assist in Cyber Security by Identifying threats, detecting anomalous behaviour and finding software vulnerabilities

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Supercomputers have  become essential for National Security, for decoding encrypted messages, simulating complex ballistics models, nuclear weapon detonations and other WMD, developing new kinds of stealth technology, and cyber defence/ attack simulation. Because of the expense, supercomputers are typically used…...

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DARPA RSPACE Autonomous and Resilient command and control for Air Mission Planning under contested environment

DSPACE

Air Force officers in charge of creating air tasking orders have long developed mission plans at air operations centers, known as AOCs, or centralized hubs in a specific command. In future conflicts U.S. forces may face degradation or denial of…...

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Memcomputing to accelerate deep learning and Space-based Intelligence, Surveillance, and Reconnaissance

memcomputing

By 2020, there are expected to be more than 200 billion interconnected devices within the Internet of Things framework – these will generate an incredible amount of data that will need processing. Traditionally, the processing of data in electronics has…...

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Growth of Internet of Things and Wearables leading to rising demand of Flexible batteries to power them

Battery usage has expanded from mobile phones and laptops to LED lamps, portable fans, toys, toothbrushes, and even automobiles. Now, the battery applications are expanding further as the Internet of Things, Industry 4.0, big data, mobile and cloud computing are…...

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DARPA Fast Networks Interface Cards (FastNICs) to enable exascale supercomputers to distributed machine learning

DARPANIC

Computing performance has steadily increased against the trajectory set by Moore’s Law, and networking performance has accelerated at a similar rate. Despite these connected evolutions in network and server technology however, the network stack, starting with the network interface card…...

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Probabilistic Computing Can Lead to Breakthroughs In Artificial Intelligence and military situation assessment

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It may still be decades before quantum computers are ready to solve problems that today’s classical computers aren’t fast or efficient enough to solve, but the emerging “probabilistic computer” could bridge the gap between classical and quantum computing.   Our…...

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Industry transforming network design and network management through Automation, Artificial Intelligence, and Machine Learning

AIMLNetworking

In 2018, operators began to deploy 5G networks globally, which is now in full swing. Compared with 2G/3G/4G, 5G has a significant leap in key performance such as network speed, network latency and connections scale, which would allow it to…...

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