Cognity is an object-oriented neural network library for Java. It's goal is to provide easy-to-use, high level architecture for neural network computations along with reasonable performance.

Features

  • Neural networks: multilayer perceptron
  • Learning algorithms: backpropagation with momentum
  • Activation functions: tanh, sigmoid, gaussian, heaviside step function, linear
  • Weight randomization algorithms: uniform randomization
  • Basic data structures for neural network training
  • Importing and exporting data to Matlab files

Project Activity

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Categories

Frameworks, Libraries, Machine Learning, Neural Network Libraries

License

Apache License V2.0

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Additional Project Details

Intended Audience

Developers, Engineering, Science/Research

Programming Language

Java

Related Categories

Java Frameworks, Java Libraries, Java Machine Learning Software, Java Neural Network Libraries

Registered

2011-11-06
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