False


Download Learnerz IAS app from the Play Store now! Download

$show=search/label/May%202022

 


Artificial neural networks (ANNs) UPSC NOTE

SHARE:

  Why in news The 2024 Nobel Prize in Physics has been awarded to John Hopfield and Geoffrey Hinton “for foundational discoveries and invent...

 Why in news

  • The 2024 Nobel Prize in Physics has been awarded to John Hopfield and Geoffrey Hinton “for foundational discoveries and inventions that enable machine learning with artificial neural networks

  • The work of John Hopfield and Geoffrey Hinton established crucial theoretical frameworks for ANNs, enabling machine learning.

Artificial Neural Networks (ANNs)

  • ANNs are computational models inspired by the human brain, consisting of interconnected nodes (neurons) that process information.

  • Nodes are linked in layers, where each connection has a weight that influences the flow of information.

  • ANNs learn patterns through techniques like Hebbian learning, where repeated activation strengthens connections between neurons.

  • Types: Includes various models, such as Hopfield networks (for pattern recognition) and Boltzmann machines (for cognitive tasks).

  • Functionality: Capable of processing complex data inputs, such as images, and can denoise or complete patterns based on learned experiences.


Importance of ANNs

  • ANNs are widely used across various fields including physics, chemistry, biology, medicine, and finance, showcasing their versatility.

  • Hinton's contributions led to deep learning architectures, allowing for multi-layered processing of data, significantly enhancing AI capabilities

  • ANNs can perform complex computations through simple interconnected nodes, illustrating emergent behavior in computational systems.

  • With the rise of AI applications like chatbots (e.g., ChatGPT), ANNs have become a common part of everyday technology, influencing how we interact with machines.

COMMENTS

Name

Amritsar,1,April 2024,301,Art & Culture,11,August 2023,251,August 2024,400,Courses,7,Daily Current Affairs,51,December 2023,189,Disaster Management,2,Environment and Ecology,298,February 2024,228,Foundation Course,1,Free Class,1,GDP,1,GEMS Club,1,GEMS Plus,1,Geography,303,Govt Schemes,2,GS 2,1,GS1,52,GS2,363,GS3,224,GST,1,History,11,Home,3,IAS Booklist,1,Important News,71,Indian Economy,295,Indian History,22,Indian Polity,336,International Organisation,12,International Relations,238,Invasive Plant,1,January 2024,240,July 2023,281,July 2024,375,June 2022,6,June 2023,268,June 2024,324,March 2024,238,May 2022,17,May 2024,330,Mentorship,2,November 2023,169,November 2024,118,October 2023,203,October 2024,369,Places in News,2,Science & Technology,289,Science and Technology,119,September 2023,205,September 2024,336,UPSC CSE,115,UPSC Tips,4,
ltr
item
Learnerz IAS | Concept oriented UPSC Classes in Malayalam: Artificial neural networks (ANNs) UPSC NOTE
Artificial neural networks (ANNs) UPSC NOTE
https://lh7-rt.googleusercontent.com/slidesz/AGV_vUfjbfOwdvUlwqpMoJaPZT0EvhsaCBNTxGTcj94TmpAVQNGCbf51h4F7N_WbSgZhC3L3msH-qUYlz0FWlTqlh7UE-CVD2qJdyMALxBXgDW3mVt8_BGFm5tXtQST4nDAf8Wybb8IYrvHpFP8Dd1fKM7z3kuX-l2uS6m_QwQtV_r6a=s2048?key=Ccz6eY9UOtm3WM07sNyEBA
https://lh7-rt.googleusercontent.com/slidesz/AGV_vUfjbfOwdvUlwqpMoJaPZT0EvhsaCBNTxGTcj94TmpAVQNGCbf51h4F7N_WbSgZhC3L3msH-qUYlz0FWlTqlh7UE-CVD2qJdyMALxBXgDW3mVt8_BGFm5tXtQST4nDAf8Wybb8IYrvHpFP8Dd1fKM7z3kuX-l2uS6m_QwQtV_r6a=s72-c?key=Ccz6eY9UOtm3WM07sNyEBA
Learnerz IAS | Concept oriented UPSC Classes in Malayalam
https://www.learnerz.in/2024/10/artificial-neural-networks-anns-upsc.html
https://www.learnerz.in/
https://www.learnerz.in/
https://www.learnerz.in/2024/10/artificial-neural-networks-anns-upsc.html
true
4761292069385420868
UTF-8
Loaded All Posts Not found any posts VIEW ALL Readmore Reply Cancel reply Delete By Home PAGES POSTS View All RECOMMENDED FOR YOU LABEL ARCHIVE SEARCH ALL POSTS Not found any post match with your request Back Home Sunday Monday Tuesday Wednesday Thursday Friday Saturday Sun Mon Tue Wed Thu Fri Sat January February March April May June July August September October November December Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec just now 1 minute ago $$1$$ minutes ago 1 hour ago $$1$$ hours ago Yesterday $$1$$ days ago $$1$$ weeks ago more than 5 weeks ago Followers Follow THIS PREMIUM CONTENT IS LOCKED STEP 1: Share to a social network STEP 2: Click the link on your social network Copy All Code Select All Code All codes were copied to your clipboard Can not copy the codes / texts, please press [CTRL]+[C] (or CMD+C with Mac) to copy Table of Content