https://github.com/vlall/ai-papers

Top influential pdf research papers in computer science/artificial intelligence/machine learning
https://github.com/vlall/ai-papers

ai artificial-intelligence publications research research-paper

Last synced: 4 months ago
JSON representation

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

• Host: GitHub
• URL: https://github.com/vlall/ai-papers
• Owner: vlall
• Created: 2015-07-28T19:47:54.000Z (almost 10 years ago)
• Default Branch: master
• Last Pushed: 2015-07-29T04:40:03.000Z (almost 10 years ago)
• Last Synced: 2025-01-07T16:27:19.996Z (5 months ago)
• Topics: ai, artificial-intelligence, publications, research, research-paper
• Homepage:
• Size: 31 MB
• Stars: 66
• Watchers: 10
• Forks: 18
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# 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