Chapter 8 Fuzzy Associative Memories 苏亚 2006-11-27
Chapter 8 Fuzzy Associative Memories 苏亚 2006-11-27
Outline 1.Introduction 2.FAM >FAM as mapping >FAM as encoding 3.Fuzzy and neural Association Memories >Neural vs.fuzzy representation of structured knowledge >FAMs as mapping >Max-Min Composition
Outline 1. Introduction 2. FAM ØFAM as mapping ØFAM as encoding 3. Fuzzy and neural Association Memories ØNeural vs. fuzzy representation of structured knowledge ØFAMs as mapping ØMax-Min Composition
Introduction We have introduced the unit hypercube Size and fuzziness Points Distance between in hypercube points Subset Relations between Fuzzy Associative fuzzy cubes:mapping Memories
Introduction Ø We have introduced the unit hypercube Points in hypercube Distance between points Size and fuzziness Subset Relations between fuzzy cubes: mapping Points in hypercube Distance between points Size and fuzziness Subset Relations between fuzzy cubes: mapping Fuzzy Associative Memories
FAM Fuzzy system >Fuzzy set:points in a cube >Fuzzy system:Transform between cubes Fuzzy set Points hypercube Fuzzy System hypercube hypercube
FAM Fuzzy system ØFuzzy set: points in a cube ØFuzzy system: Transform between cubes Fuzzy set Points hypercube Fuzzy System hypercube hypercube
FAM Fuzzy associative memories are transformations Intput" Fuzzy Output Space System Space Fuzzy Set
FAM Fuzzy associative memories are transformations Fuzzy System Fuzzy Set Output Space n I p I n t p u t I Space