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:

https://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
0 847 0

First Post!

bot

bot

Corresponding tweet for this thread:

Share link for this tweet.

Post #2

Popular Other Fields 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
11 909 4
New
First poster: bot
Quantum Computing

What makes quantum computing so hard to explain?
What Makes Quantum Computing So Hard to Explain?. To understand what quantum computers can do — and what they can’t — avoid falling for ...
quantamagazine.org
#quantum
0 876 0
New
First poster: bot
Quantum Computing

Strong quantum computational advantage using a superconducting quantum processor (pdf)
Scaling up to a large number of qubits with high-precision control is essential in the demonstrations of quan- tum computational advantag...
arxiv.org
#quantum
0 941 0
New
First poster: bot
Quantum Computing

What are quantum computers and what are they used for?
Companies around the world are racing to create a new generation of computers.
bbc.co.uk
#quantum#basics
0 1029 0
New
First poster: bot
Quantum Computing

Quantum complexity tamed by machine learning
Quantum Complexity Tamed by Machine Learning | Quanta Magazine. If only scientists understood exactly how electrons act in molecules, th...
quantamagazine.org
#quantum#learning
0 867 0
New
aas1992
Quantum Computing

I have a large matrix, and I would like to use AWS Braket tools to solve the QUBO problem.
I’m working with very large matrices for QUBO problems, and I’m currently using QBsolv from D-Wave. However, given that Qbsolv is being d...
#quantum-computing#amazon-braket#qubo
4 815 0
New
aas1992
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?
"If a matrix Q of a QUBO problem corresponds perfectly to an original optimization problem P, can QBsolv from D-wave return an infeasible...
#quantum-computing#qubo#dwave
4 726 0
New
First poster: bot
Quantum Computing

Chaos: The real problem with quantum mechanics
Chaos: The Real Problem with Quantum Mechanics. Science News, Physics, Science, Philosophy, Philosophy of Science
backreaction.blogspot.com
#quantum
0 742 0
New
evancamilleristl
Quantum Computing

QUBO to PUBO?
If I try to transform a PUBO x_0 x_1 x_2 to QUBO, certain documentation says that I need to add the constraint 6 x_3 + 2 x_0 x_1 - 4 x...
#qubo
1 477 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
1 183 0
New

Other popular topics Top

AstonJ
General Dev Chat

Best chairs for developers?
What chair do you have while working… and why? Is there a ‘best’ type of chair or working position for developers?
#workspace#opinions
74 4685 41
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 4439 50
New
DevotionGeo
Code Editors

Dendron: a personal knowledge management tool on top of VSCode
/vscode#visual-studio-code
28 5744 9
New
AstonJ
General Dev Chat

Languages Without Garbage Collection
Continuing the discussion from Thinking about learning Crystal, let’s discuss - I was wondering which languages don’t GC - maybe we can c...
#garbage-collection
21 4529 7
New
Margaret
General Dev Chat

PragProg’s Medium Posts
Hello everyone! This thread is to tell you about what authors from The Pragmatic Bookshelf are writing on Medium.
#pragprog#blog-post
1127 25299 748
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 4625 22
New
PragmaticBookshelf
In The Spotlight

Spotlight: Erin Dees (Author) Interview and AMA!
Author Spotlight Erin Dees @undees Welcome to our new author spotlight! We had the pleasure of chatting with Erin Dees, co-author of ...
#author-spotlight/ruby/rails/book-effective-testing-with-rspec-3#rspec#book-seven-moreuages-in-seven-weeks/book-cucumber-recipes
24 3463 11
New
PragmaticBookshelf
In The Spotlight

Spotlight: VM Brasseur (Author) Interview and AMA!
Author Spotlight: VM Brasseur @vmbrasseur We have a treat for you today! We turn the spotlight onto Open Source as we sit down with V...
#author-spotlight/book-forge-your-future-with-open-source
16 3854 11
New
PragmaticBookshelf
In The Spotlight

Spotlight: Bruce Tate (Author) Interview and AMA!
Author Spotlight: Bruce Tate @redrapids Programming languages always emerge out of need, and if that’s not always true, they’re defin...
/ruby/elixir/book-programming-phoenix-liveview/phoenix#liveview#book-seven-moreuages-in-seven-weeks#book-sevenuages-in-seven-weeks
54 4331 23
New
CommunityNews
In The News

Review of Linux on Minisforum V3 AMD Ryzen Tablet
A Brief Review of the Minisforum V3 AMD Tablet. Update: I have created an awesome-minisforum-v3 GitHub repository to list information fo...
mudkip.me
#review#linux#amd
0 1349 0
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)

Wikidive - AI-Guided Wikipedia Exploration
AI In The News
Node.js v24.0.1 released!
Backend News (official)
Mind-reading AI recreates what you're looking at with amazing accuracy
AI In The News
Why do LLMs have emergent properties?
AI In The News
Announcing Ivar: Ruby’s Missing Instance Variable Typo Warnings
Backend In The News
DOGE software engineer’s computer infected by info-stealing malware
In The News
Google hits back after Apple exec says AI is hurting search
macOS In The News
Present and Future of Kotlin for Web
Backend News (official)
Plasma 6.3.5 update for Kubuntu 25.04 available via PPA
Linux News (official)
Elon Musk is responsible for “killing the world’s poorest children,” says Bill Gates
In The News
Memory Safety Features in Zig
Backend In The News
Hardening GitHub Actions: Lessons from Recent Attacks | Wiz Blog
In The News
Erlang OTP-27.3.4 released!
Backend News (official)
Scala 3.3.6 LTS is now available!
Backend News (official)
AI is Like Cars
Blogs/Articles/Talks/Podcasts

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