Deep learning for large-scale artificial neural networks has become a new trend in a statistical pattern recognition and is changing its research paradigm. In this talk, we will review the recent progress of deep learning techniques in the areas of speech recognition, image recognition, and video information retrieval, and discuss their future directions.