Quantum Computing

Theorem demonstrates that CNNs can always be trained on quantum computers

CommunityNews

CommunityNews

Theorem demonstrates that CNNs can always be trained on quantum computers

LOS ALAMOS, N.M., Oct. 15, 2021 —Convolutional neural networks running on quantum computers have generated significant buzz for their potential to analyze quantum data better than classical computers can. While a fundamental solvability problem known as “barren plateaus” has limited the application of these neural networks for large data sets, new research overcomes that Achilles heel with a rigorous proof that guarantees scalability.

Read in full here:

http://discover.lanl.gov/news/releases/1015-quantum-ai/

This thread was posted by one of our members via one of our news source trackers.

View thread on forum
#quantum
0 834 0

First Post!

bot

bot

Corresponding tweet for this thread:

Share link for this tweet.

Post #2

Popular Quantum Computing topics Top

Exadra37
Quantum Computing

A "Virtually Unhackable" Quantum Internet
The new Quantum Internet: This will be a parallel internet to the one we use today with the goal of making virtually impossible to eye...
#internet/security#quantum#quantum-internet
11 899 4
New
First poster: bot
Quantum Computing

A “no math” (but seven-part) guide to modern quantum mechanics
Some technical revolutions enter with drama and a bang, others wriggle unnoticed into our everyday experience. And one of the quietest re...
arstechnica.com
#math#guide#quantum
0 1024 0
New
First poster: bot
Quantum Computing

Write Your First Quantum Program (Common Lisp)
Quantum computing is poised to be one of the next waves of disruptive technology that will transform communication, industry and commerce...
lambdafaktorie.com
#quantum/lisp
0 1111 0
New
First poster: bot
Quantum Computing

Quantum computing hype is bad for science
Unless you’ve been living under a rock, you’ve probably noticed the recent proliferation of striking headlines about revolutionary develo...
linkedin.com
#quantum
0 978 0
New
First poster: bot
Quantum Computing

Undetectable quantum computation and communication for alien civilizations
Perhaps they are everywhere? Undetectable distributed quantum computation and communication for alien civilizations can be established us...
arxiv.org
#quantum
0 826 0
New
First poster: bot
Quantum Computing

Theorem demonstrates that CNNs can always be trained on quantum computers
LOS ALAMOS, N.M., Oct. 15, 2021 —Convolutional neural networks running on quantum computers have generated significant buzz for their pot...
discover.lanl.gov
#quantum
0 833 0
New
thom
Quantum Computing

2 and 3 qubit quantum computers in stock and shipping from California
Hello! For those interested in purchasing an affordable quantum computer for education or research, we have 2 and 3 qubit units from Spi...
#quantum-computing
1 655 1
New
nauvandimas20
Quantum Computing

Ensemble classification with Rigetti and Qiskit devices : Params.npy
Hello! I want ask how the params.npy variable were obtained? It would be great if you provide the codes for my better understanding
/python#rigetti#qiskit
1 374 0
New
zadnarock
Quantum Computing

How can I find out how compatible a quantum circuit is to a backend without executing the circuit
Say I have multiple backends, I need a score to determine how well a backend is suitable for that particular circuit, I have it’s noise m...
#quantum-computing#quantum
1 168 0
New
Liparttiti
Quantum Computing

Quantum Asteroids
Long story short . At 13 an asteroid flew by overhead . Wafted . Defied gravity . Three decades later I’m developing physics engines to s...
#errata
1 26 0
New

Other popular topics Top

Devtalk
General Dev Chat

HELLO WORLD (Introductions thread!)
Hello Devtalk World! Please let us know a little about who you are and where you’re from :nerd_face:
#community
476 5545 111
New
malloryerik
Frontend Developer Forum>Chat/Discussions

Svelte - what do you think about it?
Any thoughts on Svelte? Svelte is a radical new approach to building user interfaces. Whereas traditional frameworks like React and Vue...
#opinions/svelte
54 3345 17
New
Exadra37
Hardware

What monitor(s) do you have for programming?
Please tell us what is your preferred monitor setup for programming(not gaming) and why you have chosen it. Does your monitor have eye p...
#monitors#coding#programming#development
227 8401 88
New
brentjanderson
Hardware

Moonlander Keyboard (Mechanical) (Ergonomic) (Split) (Ortholinear)
Bought the Moonlander mechanical keyboard. Cherry Brown MX switches. Arms and wrists have been hurting enough that it’s time I did someth...
/keyboards#hardware#moonlander#mechanical-keyboards#ortholinear#ergonomic
212 14677 90
New
AstonJ
Code Editors

Poll: Which code editor do you use?
You might be thinking we should just ask who’s not using VSCode :joy: however there are some new additions in the space that might give V...
#polls#code-editors/vim/emacs/vscode#notepad/sublime-text#atom/textmate#codespaces#brackets#community/onivim#geany
105 4423 50
New
DevotionGeo
Code Editors

Dendron: a personal knowledge management tool on top of VSCode
/vscode#visual-studio-code
28 5721 9
New
OvermindDL1
Backend Developer Forum>Chat/Discussions

What's special about Rust's Rocket framework
Woooooooo! This is such a huge release for it, and 2 years incoming! In short, the library is now using an updated hyper backend (not j...
/rust/rocket#sticky
20 2685 6
New
foxtrottwist
General Dev Chat

Warp—The blazingly fast, Rust-based terminal
A few weeks ago I started using Warp a terminal written in rust. Though in it’s current state of development there are a few caveats (tab...
/rust#terminal
52 4610 22
New
PragmaticBookshelf
Backend Developer Forum>Learning Resources

Agile Web Development with Rails 7
Rails 7 completely redefines what it means to produce fantastic user experiences and provides a way to achieve all the benefits of single...
#pragprog#web-development/ruby/rails#published-book/book-agile-web-development-with-rails-7
32 2955 9
New
PragmaticBookshelf
In The Spotlight

Spotlight: Noel Rappin (Author)
A Ruby-Centric Chat with Noel Rappin @noelrappin Once you start noodling around with Ruby you quickly figure out, as Noel Rappi...
/ruby/book-programming-ruby-3-2-5th-edition#author-spotlight/rails
41 2579 20
New
Back to top

Latest in Quantum Computing

Quantum Asteroids
Quantum Computing
How can I find out how compatible a quantum circuit is to a backend without executing the circuit
Quantum Computing
QUBO to PUBO?
Quantum Computing
Ensemble classification with Rigetti and Qiskit devices : Params.npy
Quantum Computing
Linear equations in Quantum
Quantum Computing
2 and 3 qubit quantum computers in stock and shipping from California
Quantum Computing
Chaos: The real problem with quantum mechanics
Quantum Computing
If a matrix Q of a QUBO problem corresponds perfectly to an original optimization problem P, can Qbsolve from D-wave return an infeasible solution?
Quantum Computing
I have a large matrix, and I would like to use AWS Braket tools to solve the QUBO problem.
Quantum Computing
From ‘chandeliers’ to entangled qubits, here’s what happens inside a quantum computer
Quantum Computing
Quantum complexity tamed by machine learning
Quantum Computing
What are quantum computers and what are they used for?
Quantum Computing
Theorem demonstrates that CNNs can always be trained on quantum computers
Quantum Computing
Major Quantum Computing Advance Made Obsolete by Teenager (2018)
Quantum Computing
Undetectable quantum computation and communication for alien civilizations
Quantum Computing
Quantum computing hype is bad for science
Quantum Computing
Google tries out error correction on its quantum processor
Quantum Computing
Stable quantum computing a decade away - says Google CEO Sundar Pichai
Quantum Computing
Strong quantum computational advantage using a superconducting quantum processor (pdf)
Quantum Computing
What makes quantum computing so hard to explain?
Quantum Computing

View all threads ❯

Latest (all)

Speedrunning and Modding The Incredibles: Rise of the Underminer
In The News
🔍 Why I stopped angel investing after 15 years (and what I'm doing instead)
In The News
N8n.io - a powerful workflow automation tool
In The News
Haskell: GHC 9.10.2 is now available
Backend News
CentOS: Release the Quokka
Linux News
Offline-First with CouchDB and PouchDB in 2025
In The News
LLMs for Engineering: Teaching Models to Design High Powered Rockets
In The News
AI suggestions make writing more generic, Western | Cornell Chronicle
In The News
Owen Le Blanc: creator of the first Linux distribution
In The News
Mike Waltz Accidentally Reveals Obscure App the Government Is Using to Archive Signal Messages
In The News
Zoho Halts $700 million Semiconductor Plan
In The News
Symfony v7.3.0-BETA1, v7.2.6 and v6.4.21 released!
Backend News
openSUSE: Tumbleweed Monthly Update - April 2025
Linux News
Creating Beautiful Charts with JRuby and JFreeChart
Frontend In the News
When ChatGPT Broke an Entire Field: An Oral History | Quanta Magazine
In The News

View all threads ❯

We ❤️ helpful members!

We reward our most helpful members via our MOTM scheme - by giving away a whopping 25 books per year!

Member of the Month

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that'll move you from confusion to "Aha, now I get it!"

View all our sponsors ❯

Categories:

Popular Portals

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that'll move you from confusion to "Aha, now I get it!"

View all our sponsors ❯

We're in Beta

About us Mission Statement See our Roadmap