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Multilayer perceptrons have a long history of implementation in analog electronics.
Memristors (resistors with hysteresis for their resistance value based on current) have been used recently to construct spiking neural networks, which of the basic ANNs are closest to the biological ones.
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Transistor analogue of Neurons
