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Important Economic Issues Affecting Japan and its Pan-Asian Relationships
Hatakeyama, Noboru Center for International Studies, Inha University 2004 Pacific Focus Vol.19 No.1
Restructuring within big companies other than banks is almost over. In most cases, large manufacturers are finished with layoffs, reduction of debts, and curtailment of excessive capacities. However, SMEs, service industries, banks and the agricultural sector are still in need of new methodologies and structures to enhance growth and productivity. Structural reform pursued by GOJ has done a good job in reducing public works. Money and resources, including workers, previously allocated to the public works has been shifted to more constructive areas after necessary arrangements. However, deregulation or regulatory reform, an important part of structural reform, has not been properly prioritized. Time and resources for structural reform is limited. Top priority should be given to deregulatory practices that will lead to increased effective demands in Japan's marketplace, and within Asian and international markets.
An Approach to Visual Pattern Recognition by Neural Network System
Yasuhiro HATAKEYAMA,Yukinori KAKAZU 대한전자공학회 1992 대한전자공학회 학술대회 Vol.1992 No.10
In this paper, a visual pattern recognition system is proposed, which can recognize both a pattern and its location. This system, referred to as the expanded neocognitron, has the following capabilities; (1) A higher performance in extraction of features, and (2) A new capability for recognizing the locations of patterns. This system adopts the learning and recognizing mechanism of the neocognitron. First, the ability to classify pattern is enhanced by improving the mechanisms of feature extraction and learning algorithm. Second, the function of detecting the location of each pattern is realized by developing an architecture which does not reduce structure, i.e., the unit density is constant all the way from the input stage to the output stage.