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A new approach to the design of neurofeedback systems based on using Artificial Intelligence (AI) tools is proposed. The concept of control models of biological neural networks, and the set-up including equipment and software tools developed in IPME RAS in order to implement the proposed concept is described. as well as the AI methods and programs proposed for use.doi:10.35470/2226-4116-2019-8-4-287-291 fatcat:yxyo6bfvwnfoxlp7gm5saduxqq