Research on Adaptive Machine Learning Algorithms Based on Cognitive Simulation
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DOI: 10.25236/scmc.2019.034
Author(s)
Yin Huang, Daojun Chen, Ni Liu
Corresponding Author
Yin Huang
Abstract
According to the theory of cognitive science and guided by the latest research results of neuroscience and brain science, an adaptive machine learning method is proposed by using the methods of computer science, mathematics and engineering science. This method is based on the learning mechanism model of human brain from the micro-neuron level, the middle level and the macro level. The automatic acquisition system of ECG classification knowledge based on this method can well simulate the functions of ECG experts' perception, cognition and thinking.
Keywords
Cognitive Science; Machine Learning; Neural Network