@article{oai:ipsj.ixsq.nii.ac.jp:00012896, author = {Yukinori, Suzuki and Norio, Konno and Junji, Maeda and Yukinori, Suzuki and Norio, Konno and Junji, Maeda}, issue = {1}, journal = {情報処理学会論文誌}, month = {Jan}, note = {We propose an associative memory system (AMS) with fuzzy numbers. The AMS uses a memory matrix and a defuzzification procedure. The memory matrix associates fuzzy response vectors which are transformed into non-fuzzy response vectors by the defuzzification procedure. The performance of the AMS was evaluated by computational experiments. The results of the experiments indicated that the memory capacity of the AMS was larger than that of the standard linear associative memories. In addition the noise tolerance of the MAS was practically the same as that of the linear associative memory using the generalized inverse matrix method., We propose an associative memory system (AMS) with fuzzy numbers. The AMS uses a memory matrix and a defuzzification procedure. The memory matrix associates fuzzy response vectors which are transformed into non-fuzzy response vectors by the defuzzification procedure. The performance of the AMS was evaluated by computational experiments. The results of the experiments indicated that the memory capacity of the AMS was larger than that of the standard linear associative memories. In addition, the noise tolerance of the MAS was practically the same as that of the linear associative memory using the generalized inverse matrix method.}, pages = {374--377}, title = {An Associative Memory System with Fuzzy Numbers}, volume = {40}, year = {1999} }