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Neural Networks (Neural Networks (Compare with Brian (Axon = output,…
Neural Networks
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Our Brain
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Each neuron may be connected to up to
10,000 other neurons
Our memory capacity vary from 1 to
1,000 terabytes
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Types of ANN
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Backpropagation network
Algorithm searches for weight values to minimise the total error of the network
over the training examples
Feedback networks
Signals to travel one way only, from input to output
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Reinforced learning
Learning from direct interaction, without relying on exemplary supervision or complete
models and getting maximum rewards when successful
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