The mammalian visual Cortex is Hierarchical It is good to be inspired relationships) WHAT?(Form, Color by nature, but not too O lT much MSTd MST We need to understand which details are Fatoc-deminated) important, and which details are merely the result of evolution blob Each module in Deep Retina LGN Learning transforms its M A orienta。→ Dirac Pattern :3 3d PL'sr eve input representation into Spala Bo D scan racE y c wavelength⑤ n- Cartesian t Temporal a higher-level one, in a O NGn-CatesiEn Faces high:'low way similar to human (van Essen and Gallant, 1994) cortexThe Mammalian Visual Cortex is Hierarchical • It is good to be inspired by nature, but not too much. • We need to understand which details are important, and which details are merely the result of evolution. • Each module in Deep Learning transforms its input representation into a higher-level one, in a way similar to human cortex. (van Essen and Gallant, 1994)