 The proposed SSBLNN algorithm is capable of accurately reconstructing brain activity from EEG slash MEG signals. It outperforms existing algorithms in both simulation and real data experiments. This article was authored by Jiayuan Liang, Zhulian Yu, Zheng Weigu, and others.