Artificial neural networks have attractive features, massive parallel processing and learning capability. Among many applications of neural networks, a face recognition problem is important in security systems. Recognition of facial characteristics is known as one of identification techniques. It is, however, a difficult task and to require long training time, because a face image has a huge amount of information. Large-scale and high-speed systems are required to solve this problem.
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