Review of neural networks for speech recognition
Neural Computation
The cascade-correlation learning architecture
Advances in neural information processing systems 2
A resource-allocating network for function interpolation
Neural Computation
Phonetic classification and recognition using the multi-layer perceptron
NIPS-3 Proceedings of the 1990 conference on Advances in neural information processing systems 3
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence
Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence
Neural networks: applications in industry, business and science
Communications of the ACM
Evolutionary computation: toward a new philosophy of machine intelligence
Evolutionary computation: toward a new philosophy of machine intelligence
An introduction to genetic algorithms
An introduction to genetic algorithms
Self-organizing maps
FuNN/2—a fuzzy neural network architecture for adaptive learning and knowledge acquisition
Information Sciences: an International Journal - Special issue on advanced neuro-fuzzy techniques and their applications
Speech recognition by machines and humans
Speech Communication
Brain-like functions in evolving connectionist systems for on-line, knowledge-based learning
What should be computed to understand and model brain function?
Bioinformatics: the machine learning approach
Bioinformatics: the machine learning approach
Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering
Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Time Series Analysis, Forecasting and Control
Time Series Analysis, Forecasting and Control
Neural Networks and Genome Informatics
Neural Networks and Genome Informatics
Evolving Connectionist Systems: Methods and Applications in Bioinformatics, Brain Study and Intelligent Machines
Hybrid Intelligent Systems for Stock Market Analysis
ICCS '01 Proceedings of the International Conference on Computational Science-Part II
Genetic Algorithms and Evolution Strategies - Similarities and Differences
PPSN I Proceedings of the 1st Workshop on Parallel Problem Solving from Nature
Extracting Interpretable Fuzzy Rules from RBF Networks
Neural Processing Letters
Modeling the emergence of bilingual acoustic clusters: a preliminary case study
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Spoken language analysis, modeling and recognition-statistical and adaptive connectionist approaches
A wavelet-based neuro-fuzzy system for data mining small image sets
ACSW Frontiers '04 Proceedings of the second workshop on Australasian information security, Data Mining and Web Intelligence, and Software Internationalisation - Volume 32
Adaptive Neuro-Fuzzy Intrusion Detection Systems
ITCC '04 Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04) Volume 2 - Volume 2
EFuNN Ensembles Construction Using CONE with Multi-objective GA
SBRN '06 Proceedings of the Ninth Brazilian Symposium on Neural Networks
Pattern Recognition Letters
Adaptive anomaly detection with evolving connectionist systems
Journal of Network and Computer Applications - Special issue: Network and information security: A computational intelligence approach
QoS provisioning by EFuNNs-based handoff planning in cellular MPLS networks
Computer Communications
Evolving neurocomputing systems for horticulture applications
Applied Soft Computing
A Nonlinear Mapping for Data Structure Analysis
IEEE Transactions on Computers
An overview of evolutionary algorithms in multiobjective optimization
Evolutionary Computation
On-Line Evolving Fuzzy Clustering
ICCIMA '07 Proceedings of the International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007) - Volume 01
Neural networks for QoS network management
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Incremental learning of spatio-temporal patterns with model selection
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
The development of a weighted evolving fuzzy neural network
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Evaluation system based on EFuNN for on-line training evaluation in virtual reality
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
SCIDS: a soft computing intrusion detection system
IWDC'04 Proceedings of the 6th international conference on Distributed Computing
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Evolving fuzzy neural networks for supervised/unsupervised onlineknowledge-based learning
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
An efficient sequential learning algorithm for growing and pruning RBF (GAP-RBF) networks
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Evolving connectionist systems for knowledge discovery from gene expression data of cancer tissue
Artificial Intelligence in Medicine
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Neural Networks
Dynamic self-organizing maps with controlled growth for knowledge discovery
IEEE Transactions on Neural Networks
Neuro-fuzzy rule generation: survey in soft computing framework
IEEE Transactions on Neural Networks
On the computational power of Elman-style recurrent networks
IEEE Transactions on Neural Networks
eFSM: a novel online neural-fuzzy semantic memory model
IEEE Transactions on Neural Networks
A BCM theory of meta-plasticity for online self-reorganizing fuzzy-associative learning
IEEE Transactions on Neural Networks
Online self-reorganizing neuro-fuzzy reasoning in interval-forecasting for financial time-series
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
International Journal of Intelligent Engineering Informatics
A new systematic design for Habitually Linear Evolving TS Fuzzy Model
Expert Systems with Applications: An International Journal
Reservoir-based evolving spiking neural network for spatio-temporal pattern recognition
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Tool wear monitoring using neuro-fuzzy techniques: a comparative study in a turning process
Journal of Intelligent Manufacturing
WCCI'12 Proceedings of the 2012 World Congress conference on Advances in Computational Intelligence
An incremental neural network with a reduced architecture
Neural Networks
Evolving Takagi-Sugeno fuzzy model based on switching to neighboring models
Applied Soft Computing
Spike-timing-dependent construction
Neural Computation
kENFIS: kNN-based evolving neuro-fuzzy inference system for computer worms detection
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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Evolving connectionist systems (ECoSs) are a family of constructive artificial neural network algorithms that were first proposed by Kasabov in 1998, where "evolving" in this context means "changing over time," rather than evolving through simulated evolution. A decade on the number of ECoS algorithms and the problems to which they have been applied have multiplied. This paper reviews the current state of the art in the field of ECoS networks via a substantial literature review. It reviews: 1) the motivations for ECoS; 2) the major ECoS algorithms in use; 3) previously existing constructive algorithms that are similar to ECoS; 4) empirical evaluations of ECoS networks over benchmark datasets; and 5) applications of ECoS to real-world problems. The paper ends with some suggestions of future directions of research into ECoS networks.