Daalen, M., Kosel, T., Jeavons, P. and Shawe-Taylor, J.
Emergent activation functions from a stochastic bit stream neuron.
Electonic Letters, 30, (4), .
In this paper we present the results of experimental work that demonstrates the generation of linear and sigmoid activation functions in a digital stochastic bit-stream neuron. These activation functions are generated by a stochastic process and require no additional hardware, allowing the design of an individual neuron to be extremely compact.
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