Fukushima publishes the Neocognitron

Published the Neocognitron — a hierarchical pattern-recognition neural network invariant to shifts in position

Why it matters

Introduced local receptive fields and a hierarchy of simple and complex cells, becoming the direct predecessor of the CNN architecture

Source — Primary sources first; secondary reports are labelled “Press”

Officiallink.springer.comhttps://link.springer.com/article/10.1007/BF00344251

Added in Week 35, 2026 · See that week

Nearby on the same axis

Neural networks and physical systems with emergent collective computational abilitiesGovernmentWerbos's Harvard PhD thesis describes backpropagation for multilayer networksPressLearning representations by back-propagating errorsPaperApproximation by superpositions of a sigmoidal functionOfficial