AIP Conference Proceedings 151 on Neural Networks for Computing
AIP Conference Proceedings 151 on Neural Networks for Computing
A massively parallel architecture for a self-organizing neural pattern recognition machine
Computer Vision, Graphics, and Image Processing
Neural networks and natural intelligence
Neural networks and natural intelligence
Self-organization and associative memory: 3rd edition
Self-organization and associative memory: 3rd edition
Learning internal representations by error propagation
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1
Multiprocessor simulation of neural networks with NERV
Proceedings of the 1989 ACM/IEEE conference on Supercomputing
A Neural Network Approach to the Labeling of Line Drawings
IEEE Transactions on Computers - Special issue on artificial neural networks
Original Contribution: CALM: Categorizing and learning module
Neural Networks
Parallel construction of minimal perfect hashing functions with neural networks
CSC '93 Proceedings of the 1993 ACM conference on Computer science
1994 Special Issue: Design and evolution of modular neural network architectures
Neural Networks - Special issue: models of neurodynamics and behavior
PYTHIA: a knowledge-based system to select scientific algorithms
ACM Transactions on Mathematical Software (TOMS)
Exploration of text collections with hierarchical feature maps
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Modeling motivations and emotions as a basis for intelligent behavior
AGENTS '97 Proceedings of the first international conference on Autonomous agents
Analog VLSI Circuits for Competitive Learning Networks
Analog Integrated Circuits and Signal Processing - Special issue: cellular neural networks and analog VLSI
Vision Experiments with Neural Deformable Template Matching
Neural Processing Letters
Generalization by Neural Networks
IEEE Transactions on Knowledge and Data Engineering
A Hybrid Estimator for Selectivity Estimation
IEEE Transactions on Knowledge and Data Engineering
Pattern Recognition: Neural Networks in Perspective
IEEE Expert: Intelligent Systems and Their Applications
Emergent neural computational architectures based on neuroscience
Learning and Adaptation in Robotics
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Emergent Neural Computational Architectures Based on Neuroscience - Towards Neuroscience-Inspired Computing
Neural networks in civil engineering: a review
Civil and structural engineering computing: 2001
Environment-specific novelty detection
ICSAB Proceedings of the seventh international conference on simulation of adaptive behavior on From animals to animats
A context-based architecture for general problem solving
ICSAB Proceedings of the seventh international conference on simulation of adaptive behavior on From animals to animats
A self-organising network that grows when required
Neural Networks - New developments in self-organizing maps
Neural Networks in the Undergraduate Curriculum
Journal of Computing Sciences in Colleges
A generalized feedforward neural network architecture for classification and regression
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Neural mechanisms for the robust representation of junctions
Neural Computation
Central Clustering of Attributed Graphs
Machine Learning
Computational intelligence for structured learning of a partner robot based on imitation
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Intelligent embedded agents
Adaptive topological tree structure for document organisation and visualisation
Neural Networks - 2004 Special issue: New developments in self-organizing systems
2005 Special issue: Incremental learning of feature space and classifier for face recognition
Neural Networks - 2005 Special issue: IJCNN 2005
Classification system for serial criminal patterns
Artificial Intelligence and Law
Neural Networks - Special issue: Computational theories of the functions of the hippocampus
Sequential learning in neural networks: A review and a discussion of pseudorehearsal based methods
Intelligent Data Analysis
Is a learning classifier system a type of neural network?
Evolutionary Computation
Coordinating with the Future: The Anticipatory Nature of Representation
Minds and Machines
International Journal of Autonomous and Adaptive Communications Systems
Emergence of Topographic Cortical Maps in a Parameterless Local Competition Network
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
A New Type of ART2 Architecture and Application to Color Image Segmentation
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Are Model-Based Clustering and Neural Clustering Consistent? A Case Study from Bioinformatics
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
ENNA: software effort estimation using ensemble of neural networks with associative memory
Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering
A Neural-Network-Based Geographic Tendency Visualization
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Case-based reasoning as a decision support system for cancer diagnosis: A case study
International Journal of Hybrid Intelligent Systems - Data Mining and Hybrid Intelligent Systems
Extracting and predicting the communication behaviour of parallel applications
International Journal of Parallel, Emergent and Distributed Systems
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Self Organized Dynamic Tree Neural Network
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
A multitask learning model for online pattern recognition
IEEE Transactions on Neural Networks
Driving profile modeling and recognition based on soft computing approach
IEEE Transactions on Neural Networks
Clustering: A neural network approach
Neural Networks
An online incremental learning pattern-based reasoning system
Neural Networks
Online organization of chaotic cell assemblies: a model for the cognitive map formation?
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Fast structural learning of distance-based neural networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
On-line personalized sales promotion in electronic commerce
Expert Systems with Applications: An International Journal
Colour image segmentation using the self-organizing map and adaptive resonance theory
Image and Vision Computing
Computational intelligence for structured learning of a partner robot based on imitation
Information Sciences: an International Journal
Arabic script language identifications using adaptive neural network
ACST '08 Proceedings of the Fourth IASTED International Conference on Advances in Computer Science and Technology
Speed-up of the R4-rule for distance-based neural network learning
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Extraction and classification of user behavior
EUC'07 Proceedings of the 2007 international conference on Embedded and ubiquitous computing
Segmentation of scanned insect footprints using ART2 for threshold selection
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
An autonomous learning algorithm of resource allocating network
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Evolutionary Fuzzy ARTMAP Neural Networks and their Applications to Fault Detection and Diagnosis
Neural Processing Letters
International Journal of Hybrid Intelligent Systems
The neuronal replicator hypothesis
Neural Computation
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
A computational neuromotor model of the role of basal ganglia and hippocampus in spatial navigation
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Learning in the feed-forward random neural network: A critical review
Performance Evaluation
Self-organizing state aggregation for architecture design of Q-learning
Information Sciences: an International Journal
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Binary tree time adaptive self-organizing map
Neurocomputing
Evaluation of a resource allocating network with long term memory using GPU
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Radial Basis Function Network for Multitask Pattern Recognition
Neural Processing Letters
A bounded version of online boosting on open-ended data streams
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Internal categories with irregular geometry and overlapping in ART networks
CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence
Self-Organizing trees and forests: a powerful tool in pattern clustering and recognition
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Humanoid robot behavior learning based on ART neural network and cross-modality learning
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Self-generation ART neural network for character recognition
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
An automatic rule creating method for Kansei data and its application to a font creating system
MDAI'05 Proceedings of the Second international conference on Modeling Decisions for Artificial Intelligence
Neural network models for language acquisition: a brief survey
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Multiscale cancer modeling: In the line of fast simulation and chemotherapy
Mathematical and Computer Modelling: An International Journal
A comparative study of neural network models
Mathematical and Computer Modelling: An International Journal
Determining functional relationships from trained neural networks
Mathematical and Computer Modelling: An International Journal
An Integrated Intrusion Detection System for Cluster-based Wireless Sensor Networks
Expert Systems with Applications: An International Journal
The recommendation architecture: lessons from large-scale electronic systems applied to cognition
Cognitive Systems Research
When do differences matter? On-line feature extraction through cognitive economy
Cognitive Systems Research
Modified ART network architectures for the control of autonomous systems
PROFES'12 Proceedings of the 13th international conference on Product-Focused Software Process Improvement
A local distribution net for data clustering
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Towards feature-based situation assessment for airport apron video surveillance
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
Engineering Applications of Artificial Intelligence
Gesture recognition using neural networks based on HW/SW cosimulation platform
Advances in Software Engineering
Information and Software Technology
Annals of Mathematics and Artificial Intelligence
| Hi-index | 4.10 |
The adaptive resonance theory (ART) suggests a solution to the stability-plasticity dilemma facing designers of learning systems, namely how to design a learning system that will remain plastic, or adaptive, in response to significant events and yet remain stable in response to irrelevant events. ART architectures are discussed that are neural networks that self-organize stable recognition codes in real time in response to arbitrary sequences of input patterns. Within such an ART architecture, the process of adaptive pattern recognition is a special case of the more general cognitive process of hypothesis discovery, testing, search, classification, and learning. This property opens up the possibility of applying ART systems to more general problems of adaptively processing large abstract information sources and databases. The main computational properties of these ART architectures are outlined and contrasted with those of alternative learning and recognition systems.