Kohonen Self-Organizing Feature Maps
Suppose we have some pattern of arbitrary dimensions, however, we need them…
Adaptive Resonance Theory
This network was developed by Stephen Grossberg and Gail Carpenter in 1987.…
Learning Vector Quantization
Learning Vector Quantization (LVQ), different from Vector quantization (VQ) and Kohonen Self-Organizing…
Supervised Learning
As the name suggests, supervised learning takes place under the supervision of a teacher.…
Learning and Adaptation
As stated earlier, ANN is completely inspired by the way biological nervous…
Artificial Neural Network – Building Blocks
Processing of ANN depends upon the following three building blocks − Network…
Artificial Neural Network – Basic Concepts
Artificial neural networks (ANNs) or connectionist systems are computing systems inspired by the biological neural networks that constitute…
Distributed Reasoning
Introduction There are many reasons why we might want to implement or…
Bayesian networks
These are also called Belief Networks or Probabilistic Inference Networks. Initially developed by Pearl (1988).…


