jan 1, 1943 - Publishing of "A logical calculus of the ideas immanent in nervous activity"
Warren McCulloch and Walter Pitts published this paper in 1943. This was important to the field of Neural Networks as it took into account the binary output of a human neuron. They also modeled a simple neural network to demonstrate how neurons in the brain might work.
Added to timeline:
Timeline of Neural Networks