machine learning Archive

artificial intelligencePre-building capability for a AI system

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The concept of innateness is rarely discussed in the context of artificial intelligence. When it is discussed, or hinted at, it is often the context of trying to reduce the amount of innate machinery in a given system. Gary Marcus …

future$15 million for 100 qubit trapped ion quantum computer project

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There is a $15 million grant from the National Science Foundation to build a 100 qubit trapped ion quantum computer. The Software-Tailored Architecture for Quantum (STAQ) co-design project aims to build a quantum computer capable of solving challenging calculations within …

darpaDARPA challenges : describe limits of quantum computing and apply QC to improve machine learning

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DARPA Defense Sciences Office (DSO) is seeking information on new capabilities that could be enabled by current and next-generation quantum computers for understanding complex physical systems, improving artificial intelligence (AI) and machine learning (ML), and enhancing distributed sensing. The field …

deep learningDwave Quadrant quantum enhanced deep learning can learn with a lot less data

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D-Wave Systems Inc., the world’s leader in quantum computing systems and software, today announced the launch of its Quadrant business unit, formed to provide machine learning services that make state-of-the-art deep learning accessible to companies across a wide range of …

futureAtos Quantum Learning Machine can now simulate real Qubits

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Researchers at the Atos Quantum Laboratory have successfully modeled ‘quantum noise’ and as a result, simulation is more realistic than ever before, and is closer to fulfilling researchers’ requirements. The Atos Quantum Learning Machine (QLM) now has advanced quantum hardware …

deep learningIBM demonstrates 10x faster large-scale machine learning

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Together with EPFL scientists, our IBM Research team has developed a scheme for training big data sets quickly. It can process a 30 Gigabyte training dataset in less than one minute using a single graphics processing unit (GPU) — a …

artificial intelligenceQuantum computers should see rapid progress to millions of qubits

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Just a few years ago, the consensus on a timeline to large-scale, reliable quantum computers was 20 years to never. This was in spite of the success that DWave systems had with adiabatic quantum computing systems. “Nobody is saying never …

artificial intelligenceNeuromation will incentive resources for machine learning using blockchain proof of work

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Neuromation is creating a distributed platform to service all aspects of future synthetic data ecosystem. The platform will allow users to create dataset generators, generate massive datasets, train deep learning models. Users will also be able to trade datasets and …

artificial intelligenceMachine Learning accurately predicts human height from genetic information

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Stephen Hsu reports on his team work to use novel machine learning methods (“compressed sensing”) to ~500,000 genomes from UK Biobank, resulting in an accurate predictor for human height which uses information from thousands of SNPs. Hsu has also predicted …

artificial intelligenceDARPA seeks scalable and dynamic testing for learning robots

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DARPA announced a new research program called Assured Autonomy that aims to advance the ways computing systems can learn and evolve to better manage variations in the environment and enhance the predictability of autonomous systems like driverless vehicles and unmanned …