Deep sound stimulation system and method for sleep regulation
A technology of sound stimulation and sleep regulation, applied in the direction of sleep or relaxation devices, applications, hypnotic devices, etc., can solve the problems of unsure of sound stimulation and lack of sound screening, etc., to achieve efficient large-scale testing and improve The effect of sleep quality
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[0012] The system and method of the present invention will be described in detail below in conjunction with the embodiments and drawings.
[0013] (1) Depth optimized sound library
[0014] The present invention selects the optimal sound stimulus from natural sounds and synthetic sounds to form a sound library based on a deep neural network, including two steps: first, establishes a mapping model for predicting EEG activity by a deep neural network, and then selects the optimal sound stimulus according to the established mapping model. Sound stimulation.
[0015] Such as figure 2 As shown, the same music melody is input into the deep speech recognition network and played to the subject (user), and the changes in the output of neurons in each layer of the model in the neural network and the changes in the real EEG signal of the subject are recorded synchronously to determine the neural network of the model. The optimal mapping relationship between cells and real EEG signals ...
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