Pathnet is Deepmind’s step to a super neural network for creating an artificial general intelligence

For artificial general intelligence (AGI) it would be efficient if multiple users trained the same giant neural network, permitting parameter reuse, without catastrophic forgetting. PathNet is a first step in this direction. It is a neural network algorithm that uses agents embedded in the neural network whose task is to discover which parts of the …

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China will receive ten Su-35 Advanced Fighter Jets in 2017 and another ten in 2018

The People’s Liberation Army Air Force (PLAAF) is slated to receive its second batch of ten Sukhoi Su-35 multirole fighter jets in 2017 The first four Su-35 fighter jets arrived on December 25 at a flight training center of the PLAAF in Cangzhou in Hebei province in northern China. The purchasing price per aircraft is …

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Successful healthcare systems in Israel, Singapore and others could teach the US to lower health costs by two to four times while getting better results

The United States should copy and adapt an improved healthcare system based upon analysis of international systems. This article will review the last attempt at a universal healthcare policy (Medicare for All) and then some of the more successful healthcare systems in the world will be reviewed. Here is a 180 page document that reviews …

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Crossbar ReRAM in Production chasing terabyte nonvolatile memories at sub-20 nanosecond read and write

Crossbar Inc. a developer of non-volatile resistive RAM (ReRAM) based on silver-over-amorphous-silicon technology, kept its promise to be in production in 2016. The Crossbar ReRAM for embedded non-volatile memory applications is in production at partner foundry Semiconductor Manufacturing International Corp. (SMIC) using a 40nm CMOS process and is sampling to SMIC customers, according to Sylvain …

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Proposals for new stellerator fusion designs and projects in the 2020s

Although there is as yet no clear path to a practical steady-state fusion system, stellarator research greatly improves the chances for success. Advances in stellarator physics and engineering in the years since the large stellarators LHD and W7-X were designed have the potential to make quantum improvements in the design of stellarators. The current aim …

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Inexact computing can improve quality of supercomputing answers by 1,000 times

omputer scientists from Rice University, Argonne National Laboratory and the University of Illinois at Urbana-Champaign have used one of Isaac Newton’s numerical methods to demonstrate how “inexact computing” can dramatically improve the quality of simulations run on supercomputers. The research is summarized in a paper on the preprint server ArXiv and is part of an …

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Revolutionary engine maker Liquid Piston seeks commercialization partners after landing $2.5 million DARPA funding for 40HP engine that will be 30 lbs instead of conventional 2700 lbs for diesel

LiquidPiston says it is currently in negotiations with potential partners to bring its small engines to market. Shkolnik also said the engines could be used as range-extenders for mass market electric vehicles. “The engine would produce less CO2 than plugging the car into the U.S. power grid,” Shkolnik said. In the future, the company believes …

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Last two finalists for Qualcomm Tricorder XPrize Could join forces to go to market

A bit of a mutual admiration society has developed between the two finalists in Qualcomm’s $10 million Tricorder XPRIZE competition. Whatever animus might have developed in the nearly half-decade since the contest was announced at CES 2012 has seemingly taken a back seat to an appreciation for what the other team has accomplished. Dynamical Biomarkers …

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Zubrin makes the case for innovation and expansion of resources and the ideas of limited resources is the most dangerous idea

Robert Zubrin makes the case that innovation and innovative people and scientific progress increases resources. Hitler and Malthus made the case that there is only so much to go around and you must fight and kill for it. However, there was 1 billion people at the time of Malthus and they had the equivalent in …

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Challenge for uranium mines is to time mine production for when rising demand gets through oversupply and inventories

Uranium prices are low and there is plenty of uranium in the ground that could be mined to increase production. However, miners have to time the development of uranium to match increasing demand but not before oversupply and inventories are mostly used up. This way uranium prices will increase to make uranium development profitable. There …

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Gallium nitride devices can reduce the volume by 6000 times compared to silicon devices

Nextbigfuture interviewed Alex Lidow CEO of Efficient Power Conversion They have technologies based on gallium nitride that are faster, more efficient, and lower cost than silicon-based devices. Their goal is to replace silicon in power, analog, and eventually digital applications. This first article will discuss gallium nitride in general and the application of LIDAR. A …

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