IBM Hopes to Develop Exascale Supercomputers with Cognitive Abilities within the Next Decade
October 14, 2011 1:31 PM
comment(s) - last by
IBM's research director John E. Kelly has described the next decade in computing at the University of Melbourne, which is where IBM is building and will soon launch a research and development facility
Back in August, IBM announced that it was in the midst of creating neurosynaptic chips to roll in the
era of cognitive computing
, where computers imitate processes of the human brain. These chips are able to learn, remember, find correlations and create hypotheses through a neurosynaptic core, which consists of an integrated memory (mimicking synapses), communication (mimicking axons) and computation (mimicking neurons).
IBM also showcased a supercomputer earlier this year,
who challenged human contestants in a game of "Jeopardy."
Now, IBM's research director John E. Kelly has described the next decade in computing at the University of Melbourne, which is where IBM is building and will soon launch a research and development facility. IBM is looking to bring the era of Watson-like cognitive computing where machines can learn from their environments just like humans.
Kelly described Watson's system, which was $3 million worth of hardware that drew 85 kilowatts of power and was able to understand and search for answers to questions through 500GB of local memory. The contestants, on the other hand, didn't have to study but rather knew the information off the top of their head.
"They have no filing system, the answer is just there and they've done this for so long that they trust the information for the answer will be there when presented with a question," said Kelly. "For those two human beings, the brain consumes only 20W [of power]. The incredible thing is it took 85kW to beat a 40W machine. We need to do bio-inspired computer science; we need to understand how this does what it does. If [computers] can do the type of reasoning we can do with the brain, then we can do some very interesting things."
Kelly estimates that within the next decade, IBM will be able to
simulate the human brain's
20 billion neurons and 200,000 billion synapses in exaflop devices, which learn through extracting information from exascale data centers. Exascale supercomputers are the future of IBM's cognitive computing.
"We do not understand how this is wired; we do not understand the fundamentals of how the neurons and synapses are behaving," said Kelly. "All we know is that they're not ones and zeros -- they're multi-state devices, and they learn over time and their behavior changes based on what they have experienced."
Kelly mentioned that exascale supercomputers could be used in several applications, such as healthcare. In fact, IBM already reached an agreement with WellPoint, a U.S. health insurance company, to create Watson-like technology that uses WellPoint's historical data of treatments and results. This would make statistical decisions instead of skewed decisions by doctors.
This article is over a month old, voting and posting comments is disabled
RE: This can't be good
10/14/2011 10:43:55 PM
I wonder if a buffer overflow or corrupt file is like being on drugs for a computer.
RE: This can't be good
10/14/2011 11:11:47 PM
More like diarrhea and a pimple.
"Nowadays, security guys break the Mac every single day. Every single day, they come out with a total exploit, your machine can be taken over totally. I dare anybody to do that once a month on the Windows machine." -- Bill Gates
IBM Researchers Develop Neurosynaptic Chips for Cognitive Computing
August 18, 2011, 11:44 AM
IBM Supercomputer "Watson" Challenges Human Contestants on Jeopardy!
February 15, 2011, 12:01 PM
IBM and US Government Seek to Build Computer Brain as Smart as a Cat
November 21, 2008, 11:21 AM
Google's Gleaming Glass HQ Gets Mountain View Snub, LinkedIn Gets the Love
May 7, 2015, 6:58 AM
Tech's Tax Day Fortunate Few: Qualcomm, Xerox, GE, et al. Pay Little or No Taxes
April 15, 2015, 11:30 AM
LinkNYC Terminals to Blanket New York City With Free WiFi, Free Calls, and Ads
November 17, 2014, 6:50 PM
Microsoft is Open-Sourcing Most of .NET, Adding OS X and Linux Support
November 12, 2014, 8:27 PM
Home Depot Lost 53 Million Emails, Blames Windows, Buys Execs New Macs
November 9, 2014, 5:00 PM
Former NSA Lawyer: If Google, Apple Encrypt User Data, They’ll Wither on the Vine Like Blackberry
November 6, 2014, 12:15 PM
Latest Blog Posts
Sceptre Airs 27", 120 Hz. 1080p Monitor/HDTV w/ 5 ms Response Time for $220
Dec 3, 2014, 10:32 PM
Costco Gives Employees Thanksgiving Off; Wal-Mart Leads "Black Thursday" Charge
Oct 29, 2014, 9:57 PM
"Bear Selfies" Fad Could Turn Deadly, Warn Nevada Wildlife Officials
Oct 28, 2014, 12:00 PM
The Surface Mini That Was Never Released Gets "Hands On" Treatment
Sep 26, 2014, 8:22 AM
ISIS Imposes Ban on Teaching Evolution in Iraq
Sep 17, 2014, 5:22 PM
More Blog Posts
Copyright 2016 DailyTech LLC. -
Terms, Conditions & Privacy Information