IBM Hopes to Develop Exascale Supercomputers with Cognitive Abilities within the Next Decade
October 14, 2011 1:31 PM
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.
“We do believe we have a moral responsibility to keep porn off the iPhone.” -- Steve Jobs
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
Not All the High-Tech Jobs Are in California
August 4, 2016, 8:29 PM
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
Most Popular Articles
Samsung Galaxy S8, Rumored Launch Date!
March 18, 2017, 6:45 AM
Lenovo MIIX 510 – Excellent 2-In-One Tablet with Unique Watchband Hinge
March 17, 2017, 7:50 AM
Gigabyte GA-Z170X-Gaming G1 – Intel Thunderbolt 3 Certified Motherboard
March 9, 2017, 6:25 AM
Xiaomi Mi Note 2 – This Chinese Phablet is the Best
February 24, 2017, 7:25 AM
Lenovo ThinkPad T460 - Ultra-Thin and Feather-light
March 3, 2017, 6:00 AM
Latest Blog Posts
Apple buys an automation app called Workflow. The deal was completed today and brings the app along with its developers.
Mar 23, 2017, 7:35 AM
Apple Announces new color for iPhones and iPads
Mar 22, 2017, 7:45 AM
Instagram: You Can Now Save Live Videos For Later
Mar 21, 2017, 7:49 AM
Samsung Galaxy S8 to Get New Color Scheme
Mar 20, 2017, 7:45 AM
What else to worry about?
Mar 17, 2017, 6:45 AM
Icon of the Day: Intel/ NVIDIA or Mobileye
Mar 16, 2017, 6:15 AM
JUST IN - Twitter Hijacked : High-Profile Account Accesses
Mar 15, 2017, 7:07 AM
Mar 14, 2017, 7:30 AM
News and Tips
Mar 13, 2017, 6:30 AM
iPhone 8 – May Not Get Curved Screen
Mar 11, 2017, 8:00 AM
California paves way to self-driving car tests without humans
Mar 11, 2017, 7:18 AM
Smart Machines V hackers
Mar 10, 2017, 7:00 AM
Uber Can Resume Autonomous Car Testing in California
Mar 9, 2017, 6:50 AM
Mar 8, 2017, 7:09 AM
Mar 7, 2017, 8:45 AM
World news 3-6
Mar 6, 2017, 5:40 AM
Mar 4, 2017, 7:40 AM
Mixed News of the Day
Mar 4, 2017, 6:32 AM
Jaguar Land Rover invests in ride-sharing
Mar 3, 2017, 7:00 AM
Mixed News of The World:
Mar 2, 2017, 7:02 AM
World New 3-1
Mar 1, 2017, 6:30 AM
Gaming News of The Day
Feb 28, 2017, 6:56 AM
More Blog Posts
Copyright 2017 DailyTech LLC. -
Terms, Conditions & Privacy Information