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Submission + - New Chips Could Bring Deep Learning Algorithms to Your Smartphone

catchblue22 writes: At the Embedded Vision Summit on Tuesday, a company called Synopsys, showed off a new image-processor core tailored for deep learning. It is expected to be added to chips that power smartphones, cameras, and cars.

Synopsys showed a demo in which the new design recognized speed-limit signs in footage from a car. The company also presented results from using the chip to run a deep-learning network trained to recognize faces. A spokesperson said that it didn’t hit the accuracy levels of the best research results, which have been achieved on powerful computers, but it came pretty close. “For applications like video surveillance it performs very well,” he said. Being able to use deep learning on mobile chips will be vital to helping robots navigate and interact with the world, he said, and to efforts to develop autonomous cars.

Submission + - Baidu's Artificial-Intelligence Supercomputer Beats Google at Image Recognition 1

catchblue22 writes: Chinese search giant Baidu says it has invented a powerful supercomputer that brings new muscle to an artificial-intelligence technique giving software more power to understand speech, images, and written language.

The new computer, called Minwa and located in Beijing, has 72 powerful processors and 144 graphics processors, known as GPUs. Late Monday, Baidu released a paper claiming that the computer had been used to train machine-learning software that set a new record for recognizing images, beating a previous mark set by Google.

Comment Re:Shuttle (Score 1) 55

Call me a cynic, but the only word I see there is "if".

Yeah well, you probably would have been cynical of SpaceX when their first three launches failed. Now they are on track to dominate the entire industry, even without reusability. Looking at Musk's history, when he says something is possible, you can be quite sure that success is in the set of possible outcomes.

Comment Re:Shuttle (Score 4, Insightful) 55

I mean, who's SpaceX's biggest customer? The US Government.

They are the world's cheapest launch service provider and that is without re-usability. They will likely become the dominant launch provider in the world. If they get re-usability to work economically, this will enable mass launches of inexpensive satellites, which could change the entire communications industry. Musk doesn't think small.

Comment Re:Last time one was used? (Score 2) 55

I suppose its not a bad thing to have just in case but I don't see the reasoning behind the fixation on it as a design requirement and their ranting about its "importance" in press releases. In almost 300 manned space launches a Launch Escape system has only been of verifiable use in a single incident(Soyuz T-10-1).

The same rockets used for the launch escape will also be used as a propulsive landing system that can land like a helicopter.

Comment Batteries with Solar Systems = No Net-metering (Score 5, Interesting) 317

Companies like SolarCity basically install solar systems for no money up front, and then lease them back to you for a period. For many houses, even with these fees, the SolarCity systems will save the homeowner quite a bit of money. Licenses to sell power back to the grid are usually restricted, even in states they are allowed. If you have a battery system installed, you will no longer have to sell your excess solar energy back to the grid. You'll simply be able to store it in your battery for later use. Thus, homeowners with these systems may not have to apply for licenses for their solar systems, since they will not be doing net-metering. This will allow many users to install solar panels who couldn't before. It removes the ability for utilities and/or state governments to restrict the number of homes with solar panels. This is why these batteries will likely have a huge impact.

Comment Re:queue the.. (Score 1) 250

I remember supporting an office with win95 and Access. I had tech support conversations that almost went like this:

Him: My computer just crashed.

Me: So what did you do then?

Him: I rebooted it.

Me: Well there's your problem. Reboot the computer again. Then tap the computer gently and pray to the god of your choice and reboot a third time...

Him: ...Thanks. That worked.

Comment Re:What's the point ? (Score 1) 76

Certainly it's preferable to 'Rich people sitting on their wealth'.

The amazing thing about Elon Musk is that when he was a student he actually lived on $1/day for a while. He said that knowing he could live on so little was quite freeing, enabling him to take more risks.

I really don't think of him as your typical billionaire.

Comment Re:What's the point ? (Score 1) 76

Can anyone explain why Jeff Bezos is doing the same thing that SpaceX is already doing ?

To lower cost to orbit .. check To design re-usable first stages ... check

The only difference I see is that they want to use LOX/LH for first stage. And even then, they plan to go to LOX/LMethane after that.

Of course, competition is always nice to have.

Yeah, the only difference is that Bezos founded Blue Origin in 2000, two years before Space X was founded, and only just now launched his first rocket. Bezos sounds like the Justin Hammer of the commercial space industry.

Comment Re:2kW isn't enough power for a home (Score 1) 514

Why purchase it in the first place if I still have to rely on the grid? Seems like a waste of money unless it is strictly for backup purposes only. And even then, it won't run what is needed like electric heat or A/C unless you purchase multiple units. Then natural gas and propane generators would be much more cost effective.

You purchase it so that you can store grid electrical energy while the rates are low overnight, and use it when rates are high during peak hours.

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