CAJ | 학술논문

简要总结回顾了近十几年来脉冲耦合神经网络(简称PCNN)理论的发展及应用现状,对PCNN在国内外的主要研究方向和主流应用领域予以梳理,内容安排如下:首先简要、系统地概述PCNN的起源、模型及特性,然后分析讨论了PCNN理论发展及其应用研究,特别是首次概括了近年来PCNN在语音处理领域的研究成果,并在文章最后展望PCNN未来发展前景.
간요총결회고료근십궤년래맥충우합신경망락(간칭PCNN)이론적발전급응용현상,대PCNN재국내외적주요연구방향화주류응용영역여이소리,내용안배여하:수선간요、계통지개술PCNN적기원、모형급특성,연후분석토론료PCNN이론발전급기응용연구,특별시수차개괄료근년래PCNN재어음처리영역적연구성과,병재문장최후전망PCNN미래발전전경.
This paper reviews Pulse Coupled Neural Network (PCNN) and its application in the last decade, and demon-strates main research approaches of PCNN and its main application fields. Firstly, the origin of PCNN is introduced, then the PCNN’s modeling、its mathematics expression and characters are summarized. In the next place, we discuss researches on PCNN modeling and PCNN applications;especially we summarize voice recognition based on PCNN in recent years. Finally, the trend of PCNN is pointed out.