Quantum Computer
A new research project aims to harness the power of quantum computers to build a new type of neural network — work the researchers say could usher in the next generation of artificial intelligence.
“My colleagues and I instead hope to build the first dedicated neural network computer, using the latest ‘quantum’ technology rather than AI software,” wrote Michael Hartmann, a professor at Heriot-Watt University who’s leading the research, in a new essay for The Conversation. “By combining these two branches of computing, we hope to produce a breakthrough which leads to AI that operates at unprecedented speed, automatically making very complex decisions in a very short time.”
Brain Game
A neural network is a type of machine learning algorithm loosely modeled on a biological brain, which learns from examples in order to deal with new inputs. Quantum computers take advantage of subatomic particles that can exist in more than one state at a time to circumvent the limitations of old-fashioned binary computers.
By combining the two, Hartmann believes, his team will be able to jump-start a new era in AI research that could manage extraordinarily complex problems like directing traffic flow for an entire city in real-time.
“Most Important Technology”
To date, quantum computers have struggled to solve problems that are a piece of cake for classical computers. But if they start to pull ahead, Hartmann and his team want to be prepared to leverage them for the next epoch of AI systems.
“To put the technology to its full use will involve creating larger devices, a process that may take ten years or more as many technical details need to be very precisely controlled to avoid computational errors,” Hartmann wrote. “But once we have shown that quantum neural networks can be more powerful than classical AI software in a real world application, it would very quickly become some of the most important technology out there.”
READ MORE: Quantum computer: we’re planning to create one that acts like a brain [The Conversation]
More on quantum computers: IBM Just Unveiled Its First Commercial Quantum Computer
The post Scientists Are Building a Quantum Computer That “Acts Like a Brain” appeared first on Futurism.
Originally posted here:
Scientists Are Building a Quantum Computer That “Acts Like a Brain”
- Futurist Serata featuring artist Luca Buvoli at Brown (Nov. 20) - November 7th, 2009 [November 7th, 2009]
- FUTUR1SM00GGI - November 8th, 2009 [November 8th, 2009]
- ‘Futurism on Film’ Series this month in NYC - November 8th, 2009 [November 8th, 2009]
- Schedule of Futurist Events in NYC (PERFORMA 09: Nov 1-22) - November 8th, 2009 [November 8th, 2009]
- ‘Futurismo/Futurizm: The Futurist Avant-Garde in Italy and Russia’ (Nov. 13 + 14) - November 8th, 2009 [November 8th, 2009]
- ‘Beyond Futurism: F.T. Marinetti, Writer’ conference at Columbia (Nov. 12+13) - November 8th, 2009 [November 8th, 2009]
- Futurism and Cars at the Museo Nicolis - November 8th, 2009 [November 8th, 2009]
- MoMA Film Series Marks Centenary of Futurism with Films - November 8th, 2009 [November 8th, 2009]
- ‘Bergson+Futurism. Speed in thought’ - Madrid (Nov. 5) - November 8th, 2009 [November 8th, 2009]
- ‘The Future in Five Senses: Echoes of Italian Futurism in New York Architecture and Design’ Nov. 16th NYC - November 8th, 2009 [November 8th, 2009]
- New World-Wide Climate Treaty in 2010 More Likely - November 8th, 2009 [November 8th, 2009]
- Tar Sands CCS Myth Shattered - November 8th, 2009 [November 8th, 2009]
- Smart Grid and Smart Meters Get Big Grants - November 8th, 2009 [November 8th, 2009]
- Pollution Makes Methane Even More Dangerous - November 8th, 2009 [November 8th, 2009]
- Climate Change Bill Hearing Video - November 8th, 2009 [November 8th, 2009]
- New Satellite to Monitor Water and Plant Growth - November 8th, 2009 [November 8th, 2009]
- Spiritual Battle Awaits the Deniers and Skeptics - November 8th, 2009 [November 8th, 2009]
- Effects of Climate Change are Observed World-Wide - November 8th, 2009 [November 8th, 2009]
- Get Yer Global Warming Science Here - November 8th, 2009 [November 8th, 2009]
- TckTckTck Wake up Call — Delay Kills - November 8th, 2009 [November 8th, 2009]
- Canada’s Awful Gold Rush - November 8th, 2009 [November 8th, 2009]
- Climate Change Talks Spark Global Backlash by Businesses - November 8th, 2009 [November 8th, 2009]
- World May Need Extra Year for Climate Treaty - November 8th, 2009 [November 8th, 2009]
- Senator Boxer Moves Climate Bill Despite Republican Obstructionism - November 8th, 2009 [November 8th, 2009]
- Lights out for incandescent lights? - November 8th, 2009 [November 8th, 2009]
- Sutures from Bacteria - November 8th, 2009 [November 8th, 2009]
- Remote-Controlled Pigeons - November 8th, 2009 [November 8th, 2009]
- Apple Announces iPhone Release Date - November 8th, 2009 [November 8th, 2009]
- UK Government Envisions a Grim Future - November 8th, 2009 [November 8th, 2009]
- Top Ten Emerging Technologies for the Environment - November 8th, 2009 [November 8th, 2009]
- DIY Mobile Networks - November 8th, 2009 [November 8th, 2009]
- Stem-Cell Treatment Cures Type 1 Diabetes - November 8th, 2009 [November 8th, 2009]
- Is Tesla Getting the Electric Car Right? - November 8th, 2009 [November 8th, 2009]
- The Future of TV News - November 8th, 2009 [November 8th, 2009]
- Bruce Sterling on Earth-Friendly Pervasive Computing - November 8th, 2009 [November 8th, 2009]
- First Step Toward Organ Regeneration in Humans - November 8th, 2009 [November 8th, 2009]
- IBM's "Five in Five" - November 8th, 2009 [November 8th, 2009]
- Outsourced Journalism - November 8th, 2009 [November 8th, 2009]
- Is True Global Democracy the Next Great Political Movement? - November 8th, 2009 [November 8th, 2009]
- The Risks of Autonomous Robots - November 8th, 2009 [November 8th, 2009]
- Microsoft Introduces "Tabletop" PC - November 8th, 2009 [November 8th, 2009]
- Britain Piloting First Biofueled Train - November 8th, 2009 [November 8th, 2009]
- Self-Healing Plastic - November 8th, 2009 [November 8th, 2009]
- Bird Population Falls Over Past 40 Years - November 8th, 2009 [November 8th, 2009]
- The iPhone Revolution? - November 8th, 2009 [November 8th, 2009]
- The End of "Cheap Food"? - November 8th, 2009 [November 8th, 2009]
- How to Stop -- Or Live With -- Global Warming - November 8th, 2009 [November 8th, 2009]
- MIT Demonstrates "Wireless Electricity" - November 8th, 2009 [November 8th, 2009]
- Unintended Consequences of Biofuels - November 8th, 2009 [November 8th, 2009]
- Time to Focus on the Big Picture in Copenhagen - December 12th, 2009 [December 12th, 2009]
- Protests in Copenhagen - December 12th, 2009 [December 12th, 2009]
- Mario Guido Dal Monte exhibit - December 13th, 2009 [December 13th, 2009]
- Futurism News Bulletin, xvi - December 13th, 2009 [December 13th, 2009]
- Viva il Futurismo! (video trailer) - December 13th, 2009 [December 13th, 2009]
- 3 exhibits in Gorizia! - December 13th, 2009 [December 13th, 2009]
- Forthcoming: ‘Antidiets of the Avant-garde’ by Cecilia Novero - December 13th, 2009 [December 13th, 2009]
- Pubblicità e propaganda. Ceramica e grafica futuriste at the Wolfsoniana - December 13th, 2009 [December 13th, 2009]
- Balla’s home scheduled to open in 2010 - December 13th, 2009 [December 13th, 2009]
- Futurismo a Savona - December 13th, 2009 [December 13th, 2009]
- ‘Zang Sud Sud’, Cosenza - December 13th, 2009 [December 13th, 2009]
- Conference in Rome (Dec. 10) - December 13th, 2009 [December 13th, 2009]
- Climate Hackergate: A Well-Orchestrated Campaign of Harassment - December 13th, 2009 [December 13th, 2009]
- The Sad Story of Cap and Trade - December 13th, 2009 [December 13th, 2009]
- How to Waste Trillions on Capturing Carbon - December 13th, 2009 [December 13th, 2009]
- Smack the Email Hack Attack - December 13th, 2009 [December 13th, 2009]
- EPA About to Declare CO2 a Public Danger - December 13th, 2009 [December 13th, 2009]
- Copenhagen Summit Starts with Virtually There Media - December 13th, 2009 [December 13th, 2009]
- Climate Scientist Gets Blunt on Trading Scheme - December 13th, 2009 [December 13th, 2009]
- One Climate Change Editorial in 56 Newspapers, 45 Countries - December 13th, 2009 [December 13th, 2009]
- This Decade Will be Hottest Ever on Record - December 13th, 2009 [December 13th, 2009]
- Divide and Conquer - December 13th, 2009 [December 13th, 2009]
- Leave the Coal in the Hole! - December 13th, 2009 [December 13th, 2009]
- COP15: Two Agreements Coming - December 13th, 2009 [December 13th, 2009]
- Climate and Copenhagen News December 10 - December 13th, 2009 [December 13th, 2009]
- Sea Level Already Rising on Atlantic Coast - December 13th, 2009 [December 13th, 2009]
- ‘Umbria Veloce’ in Perugia - December 14th, 2009 [December 14th, 2009]
- An Instable CO2-Filled Ocean - December 14th, 2009 [December 14th, 2009]
- ‘Futurismi a Ravenna’ opens Dec. 19 - December 15th, 2009 [December 15th, 2009]
- ‘Futurism and the Technological Imagination’ – 30% discount until Jan. 15 - December 15th, 2009 [December 15th, 2009]
- Protecting Our Lungs at Copenhagen - December 15th, 2009 [December 15th, 2009]