40 years ago a personal computer cost around $500k in todays money and was accessible only to large corporations. Today, as the clich goes, that kind of processing power is available to most people in an affordable mobile phone. Quantum computing, however, is a different matter. Quantum computers are stuck in the 1950s: there arent many of them, they cost tens of millions of dollars, and they take up entire rooms.
One of todays very rare and very costly quantum machines is being developed by D-Wave Systems Inc., a company whose CEO happens to be Vern Brownell, a former CTO of Goldman Sachs. Goldman is one of several lead investors in D-Wave, which its described as having a head start in the field. While most quantum computing rivals are still in their infancy, D-Wave has already been using its system for machine learning. Competitors are eyeing the same plot: 1QB Information Technology Systems Inc (1QBit), a Vancouver-based quantum computing, counts derivatives exchange CME Group among its investors. An RBS banker who led 1QBits 2015 finance round toldBloombergquantum computing is perfect for the data-rich time-sensitive world of financial markets.
Interestingly, therefore, an opportunity has arisen to write machine learning algorithms for quantum computers and then implement them using D-Wave 2000Q, the companys first commercially available quantum computer. Training on the system will be made available too.
The quantum machine learning program is being run by the Creative Destruction Lab (CDL), a seed funding program for science-based companies based in Toronto. Last month, it invited applications for 40 places on an initiative intended to develop and sponsor a wave of quantum machine learning start-ups. The next (and last) round of applications closes on Monday July 24th.
Daniel Mulet, associate director of machine learning at CDL says theyve already received 42 applications, around 10% of which are biased towards financial services. Some are very early stage and have been submitted by students, but others are companies that have already been launched, says Mulet. – Theres one thats working with a hedge fund looking for patterns with trading data.
Traditional computers use binary code to solve problems: a bit can be a 1 or a 0. Quantum computers use qubits: a bit can be a 1 or a 0 or a 1 AND a 0 As Bloomberg points out, therefore, if you have two qubits you can have four potential states: 00, 01, 10, and 11. Moreover, the number of states a quantum computer can take into consideration is2 raised to the power of the number of qubits: if you had a 50-qubit universal quantum computer, you could explore1.125 quadrillion states simultaneously.
Quantum computers are able to process much larger quantities of data much faster, says Mulet. Its our belief that these new quantum hardware platforms built by D-Wave or IQB will be used for various machine learning applications in the next few years. When that happens, we want to be ready to leverage that. One day all Bloomberg terminals will be run on quantum computers.
Its not hard to see why Goldman is interested.
If youre interested too and want to apply, you have 39 days to polish your application. As a further lure to candidates, those selected will be mentored by the likes of William Tunstall-Pedoe, a Cambridge AI entrepreneur, and Barney Pell, chief strategy officer at San Francisco-based Loco-Mobi (which is applying AI to parking your car).Those graduating from the program, which begins in September, will receive $80k in funding in return for 8% of the equity in their company.
Mulet says ideal applicants will have a Masters or PhD in a quantitative subject, and be proficient in programming in Python and the use of Tensor Flow, Googles open source library for machine learning.
Photo credit:Quantum foambyAlex Sukontsevis licensed under CC BY 2.0.
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- Elusive Majorana Particle Takes Major Step Towards Quantum Computing - IEEE Spectrum - August 29th, 2017
- Australia gets quantum computing company - ACS (registration) - August 28th, 2017
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- Russians Lead the Quantum Computer Race With 51-Qubit Machine - Edgy Labs (blog) - August 28th, 2017
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- IEEE Approves Standards Project for Quantum Computing ... - Business Wire (press release) - August 23rd, 2017
- Introducing Australia's first quantum computing hardware company - CIO Australia - August 23rd, 2017
- What is quantum computer? - Definition from WhatIs.com - August 22nd, 2017
- Hype and cash are muddying public understanding of quantum computing - The Conversation AU - August 22nd, 2017
- Finns chill out quantum computers with qubit refrigerator to cut out errors - ZDNet - August 22nd, 2017
- UNSW joins with government and business to keep quantum computing technology in Australia - The Australian Financial Review - August 22nd, 2017
- 'Tools of DESTRUCTION' Quantum computers WILL wreak havoc ... - Express.co.uk - August 19th, 2017
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- No, Quantum Teleportation Won't Let Us Send Instant Messages to Alpha Centauri - Air & Space Magazine - August 12th, 2017
- Google on track for quantum computer breakthrough by end of ... - August 11th, 2017
- Closing In On Quantum Computing | WIRED - August 11th, 2017
- World's Leading Physicist Says Quantum Computers Are Tools of Destruction, Not Creation - Futurism - August 10th, 2017
- Will you be able to trust a quantum computer? - Digital Journal - August 9th, 2017
- New Methods of Controlling Electrons Could be Major in Quantum Computing - TrendinTech - August 5th, 2017
- Exactly what could quantum computers do? - Electronics Weekly - August 4th, 2017
- What is quantum computing and why does the future of Earth depend on it? - Alphr - August 2nd, 2017
- The Age of Quantum Computers is upon us! - Gizbot - August 2nd, 2017
- Ultracold molecules hold promise for quantum computing | MIT News - MIT News - August 1st, 2017
- Clarifiying complex chemical processes with quantum computers - Phys.Org - August 1st, 2017
- When Will Quantum Computers Be Consumer Products? - Futurism - August 1st, 2017
- Quantum Computers Just Moved a Step Closer to Reality - NBCNews.com - August 1st, 2017
- A New Breakthrough in Quantum Computing is Set to Transform Our ... - Futurism - August 1st, 2017
- Quantum computers compete for supremacy - Salon - July 10th, 2017
- Quantum Computers Compete for "Supremacy" - Scientific American - July 5th, 2017
- Less is more for Canadian quantum computing researchers - ITworld - July 4th, 2017
- New method could enable more stable and scalable quantum ... - Phys.Org - July 4th, 2017
- Volkswagen buys D-Wave quantum computers which sell for $15 million each - Robotics and Automation News (press release) (registration) - July 2nd, 2017
- 6 Things Quantum Computers Will Be Incredibly Useful For - Singularity Hub - July 1st, 2017
- Quantum Machine Learning Computer Hybrids at the Center of New Start-Ups - TrendinTech - June 20th, 2017
- Israel Enters Quantum Computer Race, Placing Encryption at Ever-Greater Risk - Sputnik International - June 20th, 2017
- Prototype device enables photon-photon interactions at room ... - Phys.Org - June 20th, 2017
- The Quantum Computer Factory That's Taking on Google and IBM - WIRED - June 20th, 2017
- Toward optical quantum computing - MIT News - June 17th, 2017
- KPN CISO details Quantum computing attack dangers - Mobile World Live - June 16th, 2017
- Quantum Computing Technologies markets will reach $10.7 billion by 2024 - PR Newswire (press release) - June 14th, 2017
- From the Abacus to Supercomputers to Quantum Computers - Duke Today - June 13th, 2017
- Quantum Computers Will Analyze Every Financial Model at Once - Singularity Hub - June 13th, 2017
- Are Enterprises Ready to Take a Quantum Leap? - IT Business Edge - June 13th, 2017
- Scientists May Have Found a Way to Combat Quantum Computer Blockchain Hacking - Futurism - June 13th, 2017
- Microsoft and Purdue work on scalable topological quantum computer - Next Big Future - June 13th, 2017
- Doped Diamonds Push Practical Quantum Computing Closer to Reality - Motherboard - June 3rd, 2017
- Team develops first blockchain that can't be hacked by quantum computer - Siliconrepublic.com - June 3rd, 2017
- D-Wave partners with U of T to move quantum computing along - Financial Post - June 2nd, 2017
- Telstra just wants a quantum computer to offer as-a-service - ZDNet - June 1st, 2017
- Microsoft, Purdue Tackle Topological Quantum Computer - HPCwire - HPCwire (blog) - June 1st, 2017
- MIT Just Unveiled A Technique to Mass Produce Quantum Computers - Futurism - June 1st, 2017
- Here's How We Can Achieve Mass-Produced Quantum Computers - ScienceAlert - June 1st, 2017
- Research collaborative pursues advanced quantum computing - Phys.Org - June 1st, 2017
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- Scientists claim to have invented the world's first quantum-proof ... - ScienceAlert - June 1st, 2017
- Google Plans to Demonstrate the Supremacy of Quantum ... - IEEE Spectrum - May 25th, 2017
- Top 5: Things to know about quantum computers - TechRepublic - May 25th, 2017