Skip to content

Top influential pdf research papers in computer science/artificial intelligence/machine learning

Notifications You must be signed in to change notification settings

vlall/Ai-Papers

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

9 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Ai_Papers

This is a catalog for the foundations and emergence of AI research. Understanding the historic development of computational logic from primary sources is useful in gaining insight on the current state of AI.

###Topics Covered:

  • Leibniz's binary
  • Boolean algebra
  • Goedel's incompleteness theorem
  • Turing Machines
  • Analogy between neurons and logic
  • Von Neumann's digital brain
  • Neural nets
  • Perceptron
  • Lisp and recursion
  • Thrashing avoidance/Memory management
  • Pattern recogntion, searches, induction
  • Boltzmann machines
  • Search methods
  • Page rank
  • Embodied Cogntion for machines
  • improving genetic algorithms
  • Gradient descent
  • Semantic modeling
  • Deep learning

About

Top influential pdf research papers in computer science/artificial intelligence/machine learning

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published