Patterns recognition of electric brain activity using artificial neural networks

• DOI: 10.1117/12.2267701
• Publication Date: 2017-04-18T15:16:26Z
• Authors: V. Yu. Musatov; S. V. Pchelintseva; A. E. Runnova; A. E. Hramov
• Keywords: Multilayer perceptron; Perceptron; Cube (algebra)

An approach for the recognition of various cognitive processes in brain activity perception ambiguous images. On basis developed theoretical background and experimental data, we propose a new classification oscillating patterns human EEG by using an artificial neural network approach. After learning reliably identified cube processes, example, left-handed or right-oriented Necker with different intensity their edges, construct based on Perceptron architecture demonstrate its effectiveness pattern experimental.