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.
- 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
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