Pulse data compression method and device based on neural network, electronic equipment and medium

The invention discloses a pulse data compression method and device based on a neural network, electronic equipment and a medium. According to the method, a to-be-processed pulse sequence can be obtained, and reconstruction scene information corresponding to the to-be-processed pulse sequence is obtained based on a long-time-history and short-time-history feature fusion module of a pulse compression model; compressing the reconstructed scene information into a to-be-processed code stream by using an image encoder, and decoding the to-be-processed code stream to obtain decoded scene information; the decoding scene information is converted into a decoding pulse sequence through an accumulation issuing mechanism of biological neurons. Through application of the technical scheme of the invention, after scene reconstruction is carried out on the pulse sequence by using the neural network model, the reconstructed scene information is coded so as to realize indirect compression on the pulse sequence. Therefore, the p