Fully-Connected Neural Network Layer

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A Fully-Connected Neural Network Layer is a Neural Network Layer in which every artificial neuron(or graph node) form a fully-connected network with those of the adjancet layers but not with those within the same layer.



References

2017a

2017b

Left: A 2-layer Neural Network (one hidden layer of 4 neurons (or units) and one output layer with 2 neurons), and three inputs. Right: A 3-layer neural network with three inputs, two hidden layers of 4 neurons each and one output layer. Notice that in both cases there are connections (synapses) between neurons across layers, but not within a layer.

2017c