This paper studies alpha spectra analysis approaches based on back propagation (BP) neural network and empirical formula.In the BP neural network, the nine feature parameters of alpha spectra are extracted and used as network input, which can get more information to feed the network and is different from the normal input, e.g., peak position and counts.