December 9th, 2007
Abstract:
How far will quantum computing help in the field of artificial intelligence (AI)?
The synergy between AI techniques such as soft computing and the emerging areas of quantum and nano computing is imminent while envisioning a holistic view of computing. It is imperative that nanotechnology-based quantum computing would revolutionise computing. Problems that appear intractable at present would be cracked in a matter of seconds.
The performance of quantum algorithms has proved to be stunning. Artificial neural networks within the context of soft computing have been used for approximation and classification tasks. Quantum neural networks synergise the unique properties of qubits with the various techniques in vogue in neural networks. The improvement in performance over conventional computing problems via this approach is tremendous.
Quantum neurons have been used for disaster prevention by adopting a hybrid network centric approach with real-time data inputs from several stations to predict the magnitude of disaster at other places. The December 2004 Indian Ocean Tsunami data have been used to verify the algorithm. This approach can be used for advanced warning for other natural disasters such as earthquake prediction, volcanic eruptions, aftershock analysis, etc.
Source:
thehindubusinessline.com
Bookmark:
| Related News Press |
Possible Futures
Nanotechnology: Flexible biosensors with modular design November 8th, 2024
Exosomes: A potential biomarker and therapeutic target in diabetic cardiomyopathy November 8th, 2024
Turning up the signal November 8th, 2024
Nanofibrous metal oxide semiconductor for sensory face November 8th, 2024
Quantum Computing
New quantum encoding methods slash circuit complexity in machine learning November 8th, 2024
Quantum researchers cause controlled ‘wobble’ in the nucleus of a single atom September 13th, 2024
Researchers observe “locked” electron pairs in a superconductor cuprate August 16th, 2024
Physicists unlock the secret of elusive quantum negative entanglement entropy using simple classical hardware August 16th, 2024
Interviews/Book Reviews/Essays/Reports/Podcasts/Journals/White papers/Posters
Beyond wires: Bubble technology powers next-generation electronics:New laser-based bubble printing technique creates ultra-flexible liquid metal circuits November 8th, 2024
Nanoparticle bursts over the Amazon rainforest: Rainfall induces bursts of natural nanoparticles that can form clouds and further precipitation over the Amazon rainforest November 8th, 2024
Nanotechnology: Flexible biosensors with modular design November 8th, 2024
Exosomes: A potential biomarker and therapeutic target in diabetic cardiomyopathy November 8th, 2024
Artificial Intelligence
New quantum encoding methods slash circuit complexity in machine learning November 8th, 2024
Rice research could make weird AI images a thing of the past: New diffusion model approach solves the aspect ratio problem September 13th, 2024
Simulating magnetization in a Heisenberg quantum spin chain April 5th, 2024
Researchers’ approach may protect quantum computers from attacks March 8th, 2024
 |
||
 |
||
| The latest news from around the world, FREE | ||
 |
||
|
|
||
| Premium Products | ||
 |
||
|
Only the news you want to read!
Learn More |
||
 |
||
|
Full-service, expert consulting
Learn More |
||
|
|
||