How Do Neural Networks Grow Smarter? - With Robin Hiesinger
Offered By: The Royal Institution via YouTube
Course Description
Overview
Syllabus
Intro
How does a neural network become a brain?
The Neuron and the Network
The Basis of the Nature vs Nurture Debate What makes a neural network intelligent ?
The First Artificial Neural Network was Based on Random Connectivity
Human Intelligence
Bee Intelligence
How about...
Butterfly Intelligence
Artificial Intelligence knows nothing prior to learning...
Butterfly vs Artificial Intellige
Logic Theorist (and 50 years of Al history)
What happened to the PERCEPTRON? 1958
2011/12: The Deep Learning Revolution
Can training replace growth?
What level of detail do we need
The Brain Wiring Problem
A 150 year-old question Where is the information coming from?
The Genome is NOT a Blueprint
Algorithmic Information Theory
The Game of Life
Algorithmic Growth & Unfolding Information
Evolutionary Programming
How about 'Human-Level Al' or Artificial General Intelligence ?
Taught by
The Royal Institution
Related Courses
Neural Networks for Machine LearningUniversity of Toronto via Coursera 機器學習技法 (Machine Learning Techniques)
National Taiwan University via Coursera Machine Learning Capstone: An Intelligent Application with Deep Learning
University of Washington via Coursera Прикладные задачи анализа данных
Moscow Institute of Physics and Technology via Coursera Leading Ambitious Teaching and Learning
Microsoft via edX