Artificial Intelligence

Semua tentang kecredasan buatan, deep learning dkk

by anvie

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

Courses

Books

Programming

Philosophy

  • Super Intelligence - Superintelligence asks the questions: What happens when machines surpass humans in general intelligence. A really great book.
  • Our Final Invention: Artificial Intelligence And The End Of The Human Era - Our Final Invention explores the perils of the heedless pursuit of advanced AI. Until now, human intelligence has had no rival. Can we coexist with beings whose intelligence dwarfs our own? And will they allow us to?
  • How to Create a Mind: The Secret of Human Thought Revealed - Ray Kurzweil, director of engineering at Google, explored the process of reverse-engineering the brain to understand precisely how it works, then applies that knowledge to create vastly intelligent machines.
  • Minds, Brains, And Programs - The 1980 paper by philospher John Searle that contains the famous 'Chinese Room' thought experiment. Probably the most famous attack on the notion of a Strong AI possessing a 'mind' or a 'consciousness', and interesting reading for those interested in the intersection of AI and philosophy of mind.
  • Gödel, Escher, Bach: An Eternal Golden Braid - Written by Douglas Hofstadter and taglined "a metaphorical fugue on minds and machines in the spirit of Lewis Carroll", this wonderful journey into the the fundamental concepts of mathematics,symmetry and intelligence won a Pulitzer Price for Non-Fiction in 1979. A major theme throughout is the emergence of meaning from seemingly 'meaningless' elements, like 1's and 0's, arranged in special patterns.

Free Content

Code

  • AIMACode - Source code for "Artificial Intelligence: A Modern Approach" in Common Lisp, Java, Python. More to come.
  • FANN - Fast Artificial Neural Network Library, native for C

Videos

Learning

Organizations

Journals

Competitions

Movies

Misc

  • Open Cognition Project - We're undertaking a serious effort to build a thinking machine
  • AITopics - Large aggregation of AI resources
  • AIResources - Directory of open source software and open access data for the AI research community

License

CC0

To the extent possible under law, Owain Lewis has waived all copyright and related or neighboring rights to this work.

diambil dari: https://github.com/owainlewis/awesome-artificial-intelligence