A Silicon Axon

Minch, Bradley A., Hasler, Paul E., Diorio, Chris, Mead, Carver

Neural Information Processing Systems 

It is well known that axons are neural processes specialized for transmitting information overrelatively long distances in the nervous system. Impulsive electrical disturbances known as action potentials are normally initiated near the cell body of a neuron when the voltage across the cell membrane crosses a threshold. These pulses are then propagated with a fairly stereotypical shape at a more or less constant velocitydown the length of the axon. Consequently, axons excel at precisely preserving the relative timing of threshold crossing events but do not preserve any of the initial signal shape. Information, then, is presumably encoded in the relative timing of action potentials.

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