Neural net lexicon: Difference between revisions

Neural net lexicon (view source)

1,180 bytes added , 4 September 2017

Hamming distance

4,348

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 ; heteroassociation
 : pattern matching (A => B)
+; learning
+: process of changing the weights
+; training
+: the act in which a network participates when learning is employed
+; self-organizing
+: unsupervised learning
+; supervised learning
+: external criteria are used to be matched by the network output
+; LSTM
+: long/short term memory -- preservation of intended training on the original set
+; structure
+: how many layers, what functions they have (input or output), interconnections & their functions
+; encoding
+: paradigm used for the determination of and changing of weights on the connections between neurons
+; recall
+: getting an expected output for a given input
+; correlation matrix
+: aka weight matrix
+; hidden layer
+: aka Kohonen or Grossberg layer
+; cooperation
+: the attempt between neurons in one neuron aiding the prospect of another neuron's firing -- vehicle for these phenomena is the connection weight
+: negative connection value could mean either inhibition or competition
+; competition
+: the attempt between neurons to individually excel with higher output
+; orthogonal
+: dot product results in zero
+; Hamming distance
+: easier method than Euclidean distance to measure proximity between patterns