Computer Vision, Graphics, and Image Processing
Why mathematical morphology needs complete lattices
Signal Processing
Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence
Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence
Fuzzy neural networks and neurocomputations
Fuzzy Sets and Systems
Associative neural memories
Fuzzy sets and fuzzy logic: theory and applications
Fuzzy sets and fuzzy logic: theory and applications
A first course in fuzzy logic
Fuzzy logical bidirectional associative memory
Information Sciences—Applications: An International Journal
LADAR target detection using morphological shared-weighted neural networks
Machine Vision and Applications
Fundamentals of Artificial Neural Networks
Fundamentals of Artificial Neural Networks
Grey-Scale Morphology Based on Fuzzy Logic
Journal of Mathematical Imaging and Vision
Connections between binary, gray-scale and fuzzy mathematical morphologies
Fuzzy Sets and Systems
An Introduction to Morphological Neural Networks
ICPR '96 Proceedings of the International Conference on Pattern Recognition (ICPR '96) Volume IV-Volume 7472 - Volume 7472
Generalizing Operations of Binary Autoassociative Morphological Memories Using Fuzzy Set Theory
Journal of Mathematical Imaging and Vision
Journal of Mathematical Imaging and Vision
Fuzzy Filters for Image Processing
Fuzzy Filters for Image Processing
Associative morphological memories based on variations of the kernel and dual kernel methods
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Lattice Image Processing: A Unification of Morphological and Fuzzy Algebraic Systems
Journal of Mathematical Imaging and Vision
Image Analysis and Mathematical Morphology
Image Analysis and Mathematical Morphology
Soft Computing in Image Processing: Recent Advances (Studies in Fuzziness and Soft Computing)
Soft Computing in Image Processing: Recent Advances (Studies in Fuzziness and Soft Computing)
Fuzzy Systems Engineering: Toward Human-Centric Computing
Fuzzy Systems Engineering: Toward Human-Centric Computing
On the application of Associative Morphological Memories to Hyperspectral Image Analysis
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Morphological corner detector using paired triangular structuring elements
Pattern Recognition
A general axiomatic theory of intrinsically fuzzy mathematical morphologies
IEEE Transactions on Fuzzy Systems
On fuzzy associative memory with multiple-rule storage capacity
IEEE Transactions on Fuzzy Systems
Implicative Fuzzy Associative Memories
IEEE Transactions on Fuzzy Systems
Segmenting a low-depth-of-field image using morphological filters and region merging
IEEE Transactions on Image Processing
Morphological associative memories
IEEE Transactions on Neural Networks
Lattice algebra approach to single-neuron computation
IEEE Transactions on Neural Networks
Gray-scale morphological associative memories
IEEE Transactions on Neural Networks
Adaptive fuzzy systems for backing up a truck-and-trailer
IEEE Transactions on Neural Networks
Classification of Fuzzy Mathematical Morphologies Based on Concepts of Inclusion Measure and Duality
Journal of Mathematical Imaging and Vision
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
An introduction to morphological perceptrons with competitive learning
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A new method of morphological associative memories
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Permutation-based finite implicative fuzzy associative memories
Information Sciences: an International Journal
Information Sciences: an International Journal
Information Sciences: an International Journal
FL-GrCCA: A granular computing classification algorithm based on fuzzy lattices
Computers & Mathematics with Applications
Information Sciences: an International Journal
A class of hybrid morphological perceptrons with application in time series forecasting
Knowledge-Based Systems
An introduction to the kosko subsethood FAM
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
Journal of Mathematical Imaging and Vision
Journal of Mathematical Imaging and Vision
An associative memory approach to medical decision support systems
Computer Methods and Programs in Biomedicine
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Quantale-based autoassociative memories with an application to the storage of color images
Pattern Recognition Letters
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Fuzzy associative memories (FAMs) can be used as a powerful tool for implementing fuzzy rule-based systems. The insight that FAMs are closely related to mathematical morphology (MM) has recently led to the development of new fuzzy morphological associative memories (FMAMs), in particular implicative fuzzy associative memories (IFAMs). As the name FMAM indicates, these models belong to the class of fuzzy morphological neural networks (FMNNs). Thus, each node of an FMAM performs an elementary operation of fuzzy MM. Clarifying several misconceptions about FMAMs that have recently appeared in the literature, we provide a general framework for FMAMs within the class of FMNN. We show that many well-known FAM models fit within this framework and can therefore be classified as FMAMs. Moreover, we employ certain concepts of duality that are defined in the general theory of MM in order to derive a large class of strategies for learning and recall in FMAMs.