Computer Science ›› 2018, Vol. 45 ›› Issue (5): 224-227.doi: 10.11896/j.issn.1002-137X.2018.05.038

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Study on New Model for Learning Memory

WU Xiao-jing, SHI Zhen-guo and CHENG Xian-yi   

  • Online:2018-05-15 Published:2018-07-25

Abstract: In the traditional cognitive psychology,a new memory model was proposed on the basis of AS model.This method uses the memory principle of AS model and the mnemonic mechanism of cerebral cortex to detail the process of memory.And then a new memory algorithm on the basis of the model was proposed.Experiments show that the algorithms are practical,effective and feasible,and the mechanism of the algorithm is close to the human thoughts.

Key words: Learning,Memory model,Prediction

[1] ATKINSON R C,SHIFFRIN R M.Human Memory:A Propo-sed System and Its Control Processes[C]∥ Psychology of Learning & Motiuoition.1968:89-195.
[2] HARRY M.Real learning a bridge to cognitive neuroscience[M].Lanham:Scarecrow Education,2003:87-106.
[3] WANG Y X,WANG Y.Cognitive Models of the Brain[C]∥Proc of the 1st IEEE International Conference on Cognitive Informatics.Calgary,Canada,2002:259-269.
[4] ZHANG S J,BAN X J,CHEN Y,et al.Memory-based cognitive model of artificial fish[J].Computer Engineering,2007,3(19):33-35.(in Chinese) 张淑军,班晓娟,陈勇,等.基于记忆的人工鱼认知模型[J]计算机工程,2007,33(19):33-35.
[5] HUANG G Q,ZHAO Y.Approach to intrusion detection mo-del based on biological memory principles[J].Journal of Computer Applications,2009,29(5):1279-1284.
[6] FRATE F D,PACIFICI F,SCHIAVON G,et al.Use of neuralnetworks for automatic classification from high-resolution images[J].IEEE Transactions on Geoscience & Remote Sensing,2007,5(4):800-809.
[7] WANG Y X,WANG Y.Cognitive Informatics Models ofthe Brain[J].IEEE Trans on Systems,Man and Cybernetics,2006,36(2):203-207.
[8] ZHANG G W,LIAO W H,LIU C Y,et al.Memorizing-Forgetting Featured Knowledge Management and Optimizing Model[J].Journal of Nanjing University of Aeronautics & Astronautics,2008,0(2):265-270.(in Chinese) 张格伟,廖文和,刘长毅,等.知识的记忆-遗忘模型及其在知识管理中的应用[J].南京航空航天大学学报,2008,0(2):265-270.
[9] QI Y J,WANG Y J.Robust Object Tracking by Particle Filter Based on Human Memory Model[J].Pattern Recognition and Artificial Intelligence,2012,5(5):810-816.(in Chinese) 齐玉娟,王延江.基于人类记忆模型的粒子滤波鲁棒目标跟踪算法[J].模式识别与人工智能,2012,25(5):810-816.
[10] CHEN R,PENG L.Moving target detection basedon visualmemory model and clustering[J].Computer Engineering and Applications,2015,51(13):172-175.(in Chinese) 陈容,彭力.基于视觉记忆模型聚类的运动目标检测[J].计算机工程与应用,2015,51(13):172-175.
[11] GUO C L,ZHANG L M.A Visual Memory Model with Amnesic Function and Its Application in Attention Selection [J].Pattern Recognition and Artificial Intelligence,2008,1(3):381-387.(in Chinese) 过晨雷,张立明.带有遗忘的视觉记忆模型及其在注意力选择上的应用[J].模式识别与人工智能,2008,1(3):381-387.
[12] WILLSHAW D,HALLAM J,GINGELL S,et al.Theory of the Neocortex as a Self-Organizing Neural Network[J].Neural Computation,1997,9(4):911-936.

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