Towards the end of 2019, I was finishing a book, AI Concepts for Business Applications. The last chapter was titled, The Future. I wrote about quantum computing and a version of deep learning that was related: a quantum walk neural network.
In 1980, the idea of a quantum processing unit was proposed. Such a processing unit doesnt use the 1s and 0s with which were familiar. That classical way of thinking is the way we think, with a 1 for true and a 0 for false, and combinationsfor example, a false positive. Quantum computing is based on a superposition of states called quantum bits or qubits for short. But theres a big difference between the way we think and the way nature behaves.
In 1981, the late Caltech professor, Richard Feynman (a Nobel Prize co-winner for his work with quantum electrodynamics) summed it up: Nature isnt classical, dammit, and if you want to make a simulation of nature, youd better make it quantum mechanical, and by golly its a wonderful problem, because it doesnt look so easy.
Now, quantum computing is beginning to emerge. It started with hardware:
In their Abstract, they wrote, A QWNN learns a quantum walk on a graph to construct a diffusion operator which can be applied to a signal on a graph. We demonstrate the use of the network for prediction tasks for graph structured signals.
Note the phrase prediction tasks. Thats what deep learning known for being able to do, that is, once trained with labeled data, a model for the label (or category or classification) is able to identify images or text from a blizzard of input the models never seen before, and yet find the needles that match to the model. Such models have become known as prediction machines.
A fundamental challenge is to build a high-fidelity processor capable of running quantum algorithms in an exponentially large computational space. Here we report the use of a processor with programmable superconducting qubits2,3,4,5,6,7 to create quantum states on 53 qubits, corresponding to a computational state-space of dimension 253 (about 1016). Measurements from repeated experiments sample the resulting probability distribution, which we verify using classical simulations. Our Sycamore processor takes about 200 seconds to sample one instance of a quantum circuit a million timesour benchmarks currently indicate that the equivalent task for a state-of-the-art classical supercomputer would take approximately 10,000 years. (Boldface added.)
From this much, you may gather that the field of quantum computing had finally made it to the launch pad of an emerging technology.
With that history, lets switch to patents. Ive previously presented bar graphs for two emerging technologies: deep learning and blockchain. These graphs are based entirely on searching the U.S. Patent and Trademark Offices (USPTOs) patent database.
As before, I searched for a key word or phrase in the Claims field of the USPTO database. For the annual data, I searched the USPTO for quantum computing in the Claims and for the Issue Date on an annual basis. The bar graph for quantum computing is surprisingly similar to the bar graphs for deep learning and blockchain.
THE QUANTUM COMPUTING PATENT LAND RUSH
The total on November 16, 2021 was 322. Keep in mind that the 2021 total is for a partial year as of November 16. Since there are six more Tuesdays in 2021 (when new patents are announced), Ill predict a year-end for 2021 of 150 or more.
If you compare this bar graph to the graphs for deep learning and blockchain, the conclusion is readily apparent. We are living in a time when deep learning, blockchain and quantum computing are rapidly emerging, and almost simultaneously. Wonders we cannot now foresee will come from these advances.
If readers know of yet another candidate for an emerging technology, please let me know in the comments below.
Nick Brestoff is an attorney with two engineering degreesa B.S. in Engineering Systems from UCLA and an M.S. in Environmental Engineering Science from the California Institute of Technology. He practiced law in California from 1975 - 2014 as a litigation specialist representing plaintiffs and defendants in both federal and state court. During the last 18 months of his career, he was of counsel to Cotman IP, a patent law firm in Pasadena, CA. He is also an inventor named on eight U.S. patents, as well as Founder of Intraspexion, a Delaware LLC that owns patented software to implement "deep learning" in the context of "threats or risks of interest" to avoid.
See the rest here:
- Time Crystals Could be the Key to the First Quantum Computer - TrendinTech [Last Updated On: May 3rd, 2017] [Originally Added On: May 3rd, 2017]
- The Quantum Computer Revolution Is Closer Than You May Think - National Review [Last Updated On: May 3rd, 2017] [Originally Added On: May 3rd, 2017]
- Chinese scientists build world's first quantum computing machine - India Today [Last Updated On: May 3rd, 2017] [Originally Added On: May 3rd, 2017]
- Quantum Computing | D-Wave Systems [Last Updated On: May 3rd, 2017] [Originally Added On: May 3rd, 2017]
- Quantum computing utilizes 3D crystals - Johns Hopkins News-Letter [Last Updated On: May 4th, 2017] [Originally Added On: May 4th, 2017]
- Quantum Computing and What All Good IT Managers Should Know - TrendinTech [Last Updated On: May 4th, 2017] [Originally Added On: May 4th, 2017]
- World's First Quantum Computer Made By China 24000 Times Faster Than International Counterparts - Fossbytes [Last Updated On: May 4th, 2017] [Originally Added On: May 4th, 2017]
- China adds a quantum computer to high-performance computing arsenal - PCWorld [Last Updated On: May 6th, 2017] [Originally Added On: May 6th, 2017]
- Quantum computing: A simple introduction - Explain that Stuff [Last Updated On: May 6th, 2017] [Originally Added On: May 6th, 2017]
- What is Quantum Computing? Webopedia Definition [Last Updated On: May 6th, 2017] [Originally Added On: May 6th, 2017]
- Quantum Computing Market Forecast 2017-2022 | Market ... [Last Updated On: May 6th, 2017] [Originally Added On: May 6th, 2017]
- China hits milestone in developing quantum computer - South China Morning Post [Last Updated On: May 8th, 2017] [Originally Added On: May 8th, 2017]
- China builds five qubit quantum computer sampling and will scale to 20 qubits by end of this year and could any beat ... - Next Big Future [Last Updated On: May 8th, 2017] [Originally Added On: May 8th, 2017]
- Five Ways Quantum Computing Will Change the Way We Think ... - PR Newswire (press release) [Last Updated On: May 8th, 2017] [Originally Added On: May 8th, 2017]
- Quantum Computing Demands a Whole New Kind of Programmer - Singularity Hub [Last Updated On: May 9th, 2017] [Originally Added On: May 9th, 2017]
- New materials bring quantum computing closer to reality - Phys.org - Phys.Org [Last Updated On: May 9th, 2017] [Originally Added On: May 9th, 2017]
- Researchers Invent Nanoscale 'Refrigerator' for Quantum ... - Sci-News.com [Last Updated On: May 11th, 2017] [Originally Added On: May 11th, 2017]
- China's New Type of Quantum Computing Device, Built Inside a Diamond - TrendinTech [Last Updated On: May 11th, 2017] [Originally Added On: May 11th, 2017]
- Molecular magnets closer to application in quantum computing - Next Big Future [Last Updated On: May 11th, 2017] [Originally Added On: May 11th, 2017]
- New Materials Could Make Quantum Computers More Practical - Tom's Hardware [Last Updated On: May 11th, 2017] [Originally Added On: May 11th, 2017]
- Home News Computer Europe Takes Quantum Computing to the Next Level With this Billion Euro... - TrendinTech [Last Updated On: May 13th, 2017] [Originally Added On: May 13th, 2017]
- Researchers seek to advance quantum computing - The Stanford Daily [Last Updated On: May 13th, 2017] [Originally Added On: May 13th, 2017]
- quantum computing - WIRED UK [Last Updated On: May 13th, 2017] [Originally Added On: May 13th, 2017]
- Scientists Invent Nanoscale Refrigerator For Quantum Computers - Wall Street Pit [Last Updated On: May 14th, 2017] [Originally Added On: May 14th, 2017]
- D-Wave Closes $50M Facility to Fund Next Generation of Quantum Computers - Marketwired (press release) [Last Updated On: May 17th, 2017] [Originally Added On: May 17th, 2017]
- Quantum Computers Sound Great, But Who's Going to Program Them? - TrendinTech [Last Updated On: May 17th, 2017] [Originally Added On: May 17th, 2017]
- Quantum Computing Could Use Graphene To Create Stable Qubits - International Business Times [Last Updated On: May 18th, 2017] [Originally Added On: May 18th, 2017]
- Bigger is better: Quantum volume expresses computer's limit - Ars Technica [Last Updated On: May 18th, 2017] [Originally Added On: May 18th, 2017]
- IBM's Newest Quantum Computing Processors Have Triple the Qubits of Their Last - Futurism [Last Updated On: May 18th, 2017] [Originally Added On: May 18th, 2017]
- It's time to decide how quantum computing will help your business - Techworld Australia [Last Updated On: May 20th, 2017] [Originally Added On: May 20th, 2017]
- IBM makes a leap in quantum computing power - PCWorld [Last Updated On: May 20th, 2017] [Originally Added On: May 20th, 2017]
- IBM scientists demonstrate ballistic nanowire connections, a potential future key component for quantum computing - Phys.Org [Last Updated On: May 20th, 2017] [Originally Added On: May 20th, 2017]
- The route to high-speed quantum computing is paved with error - Ars Technica UK [Last Updated On: May 20th, 2017] [Originally Added On: May 20th, 2017]
- IBM makes leap in quantum computing power - ITworld [Last Updated On: May 22nd, 2017] [Originally Added On: May 22nd, 2017]
- Researchers push forward quantum computing research - The ... - Economic Times [Last Updated On: May 22nd, 2017] [Originally Added On: May 22nd, 2017]
- Quantum Computing Research Given a Boost by Stanford Team - News18 [Last Updated On: May 22nd, 2017] [Originally Added On: May 22nd, 2017]
- US playing catch-up in quantum computing - The Register-Guard [Last Updated On: May 22nd, 2017] [Originally Added On: May 22nd, 2017]
- Stanford researchers push forward quantum computing research ... - The Indian Express [Last Updated On: May 23rd, 2017] [Originally Added On: May 23rd, 2017]
- NASA Scientist Eleanor Rieffel to give a talk on quantum computing - Chapman University: Happenings (blog) [Last Updated On: May 23rd, 2017] [Originally Added On: May 23rd, 2017]
- Graphene Just Brought Us One Step Closer to Practical Quantum Computers - Futurism [Last Updated On: May 23rd, 2017] [Originally Added On: May 23rd, 2017]
- IBM Q Offers Quantum Computing as a Service - The Merkle [Last Updated On: May 23rd, 2017] [Originally Added On: May 23rd, 2017]
- How quantum computing increases cybersecurity risks | Network ... - Network World [Last Updated On: May 23rd, 2017] [Originally Added On: May 23rd, 2017]
- Quantum Computing Is Going Commercial With the Potential ... [Last Updated On: May 23rd, 2017] [Originally Added On: May 23rd, 2017]
- Is the US falling behind in the race for quantum computing? - AroundtheO [Last Updated On: May 26th, 2017] [Originally Added On: May 26th, 2017]
- Quantum computing, election pledges and a thief who made science history - Nature.com [Last Updated On: May 26th, 2017] [Originally Added On: May 26th, 2017]
- Top 5: Things to know about quantum computers - TechRepublic [Last Updated On: May 26th, 2017] [Originally Added On: May 26th, 2017]
- Google Plans to Demonstrate the Supremacy of Quantum ... - IEEE Spectrum [Last Updated On: May 26th, 2017] [Originally Added On: May 26th, 2017]
- Quantum Computing Is Real, and D-Wave Just Open ... - WIRED [Last Updated On: May 26th, 2017] [Originally Added On: May 26th, 2017]
- IBM to Sell Use of Its New 17-Qubit Quantum Computer over the Cloud - All About Circuits [Last Updated On: May 28th, 2017] [Originally Added On: May 28th, 2017]
- Doped Diamonds Push Practical Quantum Computing Closer to Reality - Motherboard [Last Updated On: May 28th, 2017] [Originally Added On: May 28th, 2017]
- For more advanced computing, technology needs to make a ... - CIO Dive [Last Updated On: May 30th, 2017] [Originally Added On: May 30th, 2017]
- Microsoft, Purdue Extend Quantum Computing Partnership To Create More Stable Qubits - Tom's Hardware [Last Updated On: May 30th, 2017] [Originally Added On: May 30th, 2017]
- AI and Quantum Computers Are Our Best Weapons Against Cyber Criminals - Futurism [Last Updated On: May 30th, 2017] [Originally Added On: May 30th, 2017]
- Toward mass-producible quantum computers | MIT News - MIT News [Last Updated On: June 1st, 2017] [Originally Added On: June 1st, 2017]
- Purdue, Microsoft Partner On Quantum Computing Research | WBAA - WBAA [Last Updated On: June 1st, 2017] [Originally Added On: June 1st, 2017]
- Tektronix AWG Pulls Test into Era of Quantum Computing - Electronic Design [Last Updated On: June 1st, 2017] [Originally Added On: June 1st, 2017]
- Telstra just wants a quantum computer to offer as-a-service - ZDNet [Last Updated On: June 1st, 2017] [Originally Added On: June 1st, 2017]
- D-Wave partners with U of T to move quantum computing along - Financial Post [Last Updated On: June 1st, 2017] [Originally Added On: June 1st, 2017]
- MIT Just Unveiled A Technique to Mass Produce Quantum Computers - Futurism [Last Updated On: June 1st, 2017] [Originally Added On: June 1st, 2017]
- Here's how we can achieve mass-produced quantum computers ... - ScienceAlert [Last Updated On: June 1st, 2017] [Originally Added On: June 1st, 2017]
- Research collaborative pursues advanced quantum computing - Phys.Org [Last Updated On: June 1st, 2017] [Originally Added On: June 1st, 2017]
- Team develops first blockchain that can't be hacked by quantum computer - Siliconrepublic.com [Last Updated On: June 3rd, 2017] [Originally Added On: June 3rd, 2017]
- Quantum computers to drive customer insights, says CBA CIO - CIO - CIO Australia [Last Updated On: June 6th, 2017] [Originally Added On: June 6th, 2017]
- FinDEVr London: Preparing for the Dark Side of Quantum Computing - GlobeNewswire (press release) [Last Updated On: June 8th, 2017] [Originally Added On: June 8th, 2017]
- Scientists May Have Found a Way to Combat Quantum Computer Blockchain Hacking - Futurism [Last Updated On: June 9th, 2017] [Originally Added On: June 9th, 2017]
- Purdue, Microsoft to Collaborate on Quantum Computer - Photonics.com [Last Updated On: June 9th, 2017] [Originally Added On: June 9th, 2017]
- From the Abacus to Supercomputers to Quantum Computers - Duke Today [Last Updated On: June 12th, 2017] [Originally Added On: June 12th, 2017]
- Microsoft and Purdue work on scalable topological quantum computer - Next Big Future [Last Updated On: June 12th, 2017] [Originally Added On: June 12th, 2017]
- Are Enterprises Ready to Take a Quantum Leap? - IT Business Edge [Last Updated On: June 12th, 2017] [Originally Added On: June 12th, 2017]
- A Hybrid of Quantum Computing and Machine Learning Is Spawning New Ventures - IEEE Spectrum [Last Updated On: June 14th, 2017] [Originally Added On: June 14th, 2017]
- The Machine of Tomorrow Today: Quantum Computing on the Verge - Bloomberg [Last Updated On: June 14th, 2017] [Originally Added On: June 14th, 2017]
- KPN CISO details Quantum computing attack dangers - Mobile World Live [Last Updated On: June 15th, 2017] [Originally Added On: June 15th, 2017]
- Accenture, Biogen, 1QBit Launch Quantum Computing App to ... - HIT Consultant [Last Updated On: June 15th, 2017] [Originally Added On: June 15th, 2017]
- Angry Birds, qubits and big ideas: Quantum computing is tantalisingly close - The Australian Financial Review [Last Updated On: June 15th, 2017] [Originally Added On: June 15th, 2017]
- Consortium Applies Quantum Computing to Drug Discovery for Neurological Diseases - Drug Discovery & Development [Last Updated On: June 15th, 2017] [Originally Added On: June 15th, 2017]
- Accenture, 1QBit partner for drug discovery through quantum computing - ZDNet [Last Updated On: June 15th, 2017] [Originally Added On: June 15th, 2017]
- How to get ahead in quantum machine learning AND attract Goldman Sachs - eFinancialCareers [Last Updated On: June 15th, 2017] [Originally Added On: June 15th, 2017]
- Quantum computing, the machines of tomorrow - The Japan Times [Last Updated On: June 16th, 2017] [Originally Added On: June 16th, 2017]
- Toward optical quantum computing - MIT News [Last Updated On: June 17th, 2017] [Originally Added On: June 17th, 2017]
- Its time to decide how quantum computing will help your ... [Last Updated On: June 18th, 2017] [Originally Added On: June 18th, 2017]