Big Data Deep Learning: Challenges and Perspectives

• Published in: IEEE access Vol. 2; pp. 514 - 525
• Main Authors: Chen, Xue-Wen, Lin, Xiaotong
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2014; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Big Data; Classifier design and evaluation; Computer vision; Data processing; Deep learning; feature representation; Information analysis; Machine learning; Natural language processing; neural nets models; parallel processing; Pattern recognition; Speech recognition

Deep learning is currently an extremely active research area in machine learning and pattern recognition society. It has gained huge successes in a broad area of applications such as speech recognition, computer vision, and natural language processing. With the sheer size of data available today, bi...