Thus, even when inputs are somewhat similar to another, dissimilar representations can be made at the hidden layer.
12.
The echo state network ( ESN ) is a recurrent neural network with a sparsely connected random hidden layer.
13.
The hidden layer is first taught to categorize the patterns and the weights are then fixed for that layer.
14.
It worked well eventually-but it took me months of tweaking the resolution and number of hidden layers in the network.
15.
Competitive Learning is usually implemented with Neural Networks that contain a hidden layer which is commonly known as competitive layer.
16.
Thus, he suggested that reducing the value of activation overlap at the hidden layer would reduce catastrophic interference in distributed networks.
17.
Specifically he proposed that this could be done through changing the distributed representations at the hidden layer to semi-distributed representations.
18.
Layers that have been used in deep learning include hidden layers of an artificial neural network and sets of complicated propositional formulas.
19.
Though these are often reasonably effective, there are fundamental problems with the use of backpropagation to train networks with many hidden layers.
20.
Using exotic particles and rays to probe hidden layers of the universe is an accomplishment that would make any physicist's short list.
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