{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,3,29]],"date-time":"2022-03-29T06:12:15Z","timestamp":1648534335505},"reference-count":35,"publisher":"World Scientific Pub Co Pte Lt","issue":"03","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Comp. Intel. Appl."],"published-print":{"date-parts":[[2015,9]]},"abstract":"<jats:p> In this paper, an Interactively Recurrent Self-evolving Fuzzy Cerebellar Model Articulation Controller (IRSFCMAC) model is developed for solving classification problems. The proposed IRSFCMAC classifier consists of internal feedback and external loops, which are generated by the hypercube cell firing strength to itself and other hypercube cells. The learning process of the IRSFCMAC gets started with an empty hypercube base, and then all of hypercube cells are generated and learned online via structure and parameter learning, respectively. The structure learning algorithm is based on the degree measure to determine the number of hypercube cells. The parameter learning algorithm, based on the gradient descent method, adjusts the shapes of the membership functions and the corresponding fuzzy weights of the IRSFCMAC. Finally, the proposed IRSFCMAC model is tested by four benchmark classification problems. Experimental results show that the proposed IRSFCMAC model has superior performance than traditional FCMAC and other models. <\/jats:p>","DOI":"10.1142\/s1469026815500194","type":"journal-article","created":{"date-parts":[[2015,9,16]],"date-time":"2015-09-16T01:28:40Z","timestamp":1442366920000},"page":"1550019","source":"Crossref","is-referenced-by-count":1,"title":["A Novel Interactively Recurrent Self-Evolving Fuzzy CMAC and Its Classification Applications"],"prefix":"10.1142","volume":"14","author":[{"given":"Jyun-Guo","family":"Wang","sequence":"first","affiliation":[{"name":"Institute of Computer and Communication Engineering, National Cheng Kung University, No. 1, University Road, Tainan City 701, Taiwan, R. O. C."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shen-Chuan","family":"Tai","sequence":"additional","affiliation":[{"name":"Institute of Computer and Communication Engineering, National Cheng Kung University, No. 1, University Road, Tainan City 701, Taiwan, R. O. C."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cheng-Jian","family":"Lin","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information Engineering, National Chin-Yi University of Technology, No. 57, Sec. 2, Zhongshan Rd., Taiping Dist., Taichung City 41170, Taiwan, R. O. C."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2015,9,15]]},"reference":[{"key":"rf9","first-page":"2309","volume":"86","author":"Lin C. J.","year":"2003","journal-title":"IEICE Trans. Fund. Electron., Commun. Comput. Sci. 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