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. Author manuscript; available in PMC: 2024 Sep 19.
Published in final edited form as: Nanotechnology. 2021 Jan 1;32(1):012002. doi: 10.1088/1361-6528/aba70f

Table 1.

Classification of the neural network generations.[1]

Generation Neuron Types
1 McCulloch-Pitts neurons with discrete outputs.
2 Neurons with analogue output (or continuous activation function).
3 Spiking neurons with time-domain signal outputs.