The Logic of Consciousness. Part 5. Cortical Minicolumns. Learning in Combinatorial Space
Lecture series "The Logic of Consciousness."
Neuroscientist and Academician of the Russian Academy of Sciences S.V. Medvedev
Author of the concept: A.D. Redozubov
The Logic of Consciousness. Part 9. Artificial Neural Networks and Minicolumns of the Real Cortex - https://habr.com/ru/post/317712/
The Logic of Consciousness. Part 12. Search for Patterns. Combinatorial Space - https://habr.com/ru/post/326334/
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00:00 Introduction
03:25 Formal McCulloch-Pitts Neuron
04:50 Multilayer Perceptron
08:02 Decision Tree
12:42 Random Forest
13:30 Random Subspace Method
14:47 Breiman Bagging Method
18:52 Cortical Minicolumns
28:01 Locations on the Dendrite Surface of a Single Neuron Selected for a Specific Signal
29:49 Combinatorial Space
38:47 Example of a Trained Combinatorial Space
41:04 Example with Flare Launchers in a Square
44:40 Advantages of the Proposed Model
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