Neural Networks

Applications of AI

Neural Networks

  • The neural network is a system composed of much simple processing elements in parallel whic...}

Network Structures

Applications of AI

Network Structures

  • A neural network structure has at least two physical components namely the processing eleme...}

Adaline Network

Applications of AI

Adaline Network

  • Adaline is an acronym for an adaptive linear element or adaptive linear neurone. It was dev...}

Perceptron

Applications of AI

Perceptron

  • Any neural network that uses perceptron rule in training is called perceptron neural networ...}

Multilayer Perceptron, Back Propagation

Applications of AI

Multilayer Perceptron, Back Propagation

  • Multilayer perceptrons (MLP) are the most popular type of neural networks which are being u...}

Hopfield Network

Applications of AI

Hopfield Network

  • The hopfield networks are constructed from artificial neurons.
  • These artificial ne...}

Kohonen Network

Applications of AI

Kohonen Network

  • The main objective of the Kohonen network is to map the input vectors (patterns) of arbitra...}

Expert System

Applications of AI

Expert System

  • An expert system is a set of programs that manipulates the encoded knowledge in order to so...}

Architecture of An Expert System

Applications of AI

Architecture of An Expert System

  • The major components of an architecture of an expert system include knowledge base, inferen...}

Knowledge Acquisition, Induction

Applications of AI

Knowledge Acquisition, Induction

  • The knowledge acquisition is the process of adding a new knowledge to the knowledge base an...}

Knowledge Representation, Declarative knowledge, Procedural knowledge

Applications of AI

Knowledge Representation, Declarative knowledge, Procedural knowledge

  • Knowledge is the information about a domain that can be used to solve problems in that doma...}

Development of Expert Systems

Applications of AI

Development of Expert Systems

  • There are basically nine steps that are involved in developing expert systems and they are...}

Natural Language Processing and Machine Vision

Applications of AI

Natural Language Processing and Machine Vision

  • The processing of natural Language is required when we want an intelligent system like robo...}

Levels of Analysis: Phonetic, Syntactic, Semantic, Pragmatic

Applications of AI

Levels of Analysis: Phonetic, Syntactic, Semantic, Pragmatic

  • Levels of language are phonetics, morphology, syntax, semantics, and pragmatics.
  • T...}

Introduction to Machine Vision

Applications of AI

Introduction to Machine Vision

  • Machine vision is the ability of a computer to "see". The concept of seeing involves a numb...}