A Quantitative Comparison of the Performance of Three Discrete Distributed Associative Memory Models
IEEE Transactions on Computers
On Endmember Detection in Hyperspectral Images with Morphological Associative Memories
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Towards a Model of Volume Transmission in Biological and Artificial Neural Networks: A CAST Approach
Computer Aided Systems Theory - EUROCAST 2001-Revised Papers
Self-organized learning in multi-layer networks
INBS '95 Proceedings of the First International Symposium on Intelligence in Neural and Biological Systems (INBS'95)
Computational Intelligence: Concepts to Implementations
Computational Intelligence: Concepts to Implementations
A novel Episodic Associative Memory model for enhanced classification accuracy
Pattern Recognition Letters
An Adaptive Associative Memory Principle
IEEE Transactions on Computers
Convergence in Iteratively Formed Correlation Matrix Memories
IEEE Transactions on Computers
Learning Patterns and Pattern Sequences by Self-Organizing Nets of Threshold Elements
IEEE Transactions on Computers
Optimized Associative Memories for Feature Selection
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Perfect Recall on the Lernmatrix
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Using Alpha-Beta Associative Memories to Learn and Recall RGB Images
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
A Generalised Entropy Based Associative Model
Neural Information Processing
Analysis on Bidirectional Associative Memories with Multiplicative Weight Noise
Neural Information Processing
FPGA Implementation of Parallel Alpha-Beta Associative Memories
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Associative Memories Applied to Pattern Recognition
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
Thresholded Learning Matrix for Efficient Pattern Recalling
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Hetero-Associative Memories for Voice Signal and Image Processing
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Voice Translator Based on Associative Memories
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Geometric Associative Processing Applied to Pattern Classification
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Morphological Hetero-Associative Memories Applied to Restore True-Color Patterns
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Representation of Associated Data by Matrix Operators
IEEE Transactions on Computers
Optimum design of structures by an improved genetic algorithm using neural networks
Advances in Engineering Software - Selected papers from civil-comp 2003 and AlCivil-comp 2003
Binary neural network based 3D facial feature localization
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Morphological auto-associative memories applied to true-color image patterns
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Enhanced fuzzy autoassociative morphological memory for binary pattern recall
SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI
The minimum-variance theory revisited
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Fuzzy neural networks for water level and discharge forecasting with uncertainty
Environmental Modelling & Software
Neural associative memory with optimal bayesian learning
Neural Computation
Complexity of alpha-beta bidirectional associative memories
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
A new bi-directional associative memory
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
A new model of BAM: alpha-beta bidirectional associative memories
ISCIS'06 Proceedings of the 21st international conference on Computer and Information Sciences
A novel approach to automatic color matching
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Associative memories applied to image categorization
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
k: nearest neighbors associative memory model for face recognition
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Alpha-Beta associative memories for gray level patterns
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Collaborative filtering using associative neural memory
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Suitability of two associative memory neural networks to character recognition
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Median hetero-associative memories applied to the categorization of true-color patterns
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
Entropy based associative model
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
An associative memory approach to medical decision support systems
Computer Methods and Programs in Biomedicine
A novel lattice associative memory based on dendritic computing
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Extended bidirectional associative memories: A study on poor education
Mathematical and Computer Modelling: An International Journal
MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
On Relation of Image Compression and Image Association
Fundamenta Informaticae
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ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I
Fuzzy lattice reasoning for pattern classification using a new positive valuation function
Advances in Fuzzy Systems
Sparse activity and sparse connectivity in supervised learning
The Journal of Machine Learning Research
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A new model for associative memory, based on a correlation matrix, is suggested. In this model information is accumulated on memory elements as products of component data. Denoting a key vector by q(p), and the data associated with it by another vector x(p), the pairs (q(p), x(p)) are memorized in the form of a matrix {see the Equation in PDF File} where c is a constant. A randomly selected subset of the elements of Mxq can also be used for memorizing. The recalling of a particular datum x(r) is made by a transformation x(r)=Mxqq(r). This model is failure tolerant and facilitates associative search of information; these are properties that are usually assigned to holographic memories. Two classes of memories are discussed: a complete correlation matrix memory (CCMM), and randomly organized incomplete correlation matrix memories (ICMM). The data recalled from the latter are stochastic variables but the fidelity of recall is shown to have a deterministic limit if the number of memory elements grows without limits. A special case of correlation matrix memories is the auto-associative memory in which any part of the memorized information can be used as a key. The memories are selective with respect to accumulated data. The ICMM exhibits adaptive improvement under certain circumstances. It is also suggested that correlation matrix memories could be applied for the classification of data.