Bidirectional associative memory (BAM) neural network for tries structures searching
Author
Source
Iraqi Journal of Computer, Communications and Control Engineering
Issue
Vol. 6, Issue 1 (31 Mar. 2006), pp.10-19, 10 p.
Publisher
Publication Date
2006-03-31
Country of Publication
Iraq
No. of Pages
10
Main Subjects
Telecommunications Engineering
Topics
Abstract AR
تم في هذا البحث دراسة العلاقة بين الشبكات العصبية و الترتيب في هياكل البيانات.
استخدمت الذاكرة المقترنة الاتجاهية (BAM) للبحث عن كلمة ممثلة بإحدى طرائق البحث المسماة الهياكل المجربة.
تضمن العمل استخدام مسافة Hamming لتقديم مصفوفة الأوزان داخل مصفوفة الارتباط.
و لزيادة خاصية الخزن لbam تمتلك خوارزمية (BAM) خاصية البحث عن العنصر O ((P2 (n + m)) من الحسابات المعقدة حيث أن P هي عدد نماذج الأزواج و أن n, m هي للأبعاد لمتجهات الثنائية القطب (1، -1) للإدخال و الإخراج.
Abstract EN
In this work, the relationship between the searching in data structures and neural network is presented.
Bidirectional Associative Memory (BAM)neural network is used for searching any word in trie structures method with Hamming distance by introducing weighting matrix into the connection matrix.
This generalization is validated to increase storage capacity, the design algorithm for BAM net is to search word trie structure have 0 ((P ? (n + m)) computational complexity, where p is the number of prototype pairs and n,m are the dimensions of input / output bipolar vectors.
American Psychological Association (APA)
Muhammad, Hind R.. 2006. Bidirectional associative memory (BAM) neural network for tries structures searching. Iraqi Journal of Computer, Communications and Control Engineering،Vol. 6, no. 1, pp.10-19.
https://search.emarefa.net/detail/BIM-442439
Modern Language Association (MLA)
Muhammad, Hind R.. Bidirectional associative memory (BAM) neural network for tries structures searching. Iraqi Journal of Computer, Communications and Control Engineering Vol. 6, no. 1 (2006), pp.10-19.
https://search.emarefa.net/detail/BIM-442439
American Medical Association (AMA)
Muhammad, Hind R.. Bidirectional associative memory (BAM) neural network for tries structures searching. Iraqi Journal of Computer, Communications and Control Engineering. 2006. Vol. 6, no. 1, pp.10-19.
https://search.emarefa.net/detail/BIM-442439
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 19
Record ID
BIM-442439