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person1945-1980

David Marr

Disciplines:
philosophy of mind
neuroscience/computational neuroscience
cognitive science/vision science

Summary

British neuroscientist who developed a computational theory of visual perception and proposed the influential three-levels framework — computational, algorithmic, and implementational — for analyzing cognitive systems.

Core Contribution

Three levels: (1) computational — what is the system doing and why; (2) algorithmic — how does it do it, what representations and procedures; (3) implementational — how is it physically realized. Vision: the visual system computes a primal sketch, 2.5D sketch, and 3D model representation from retinal images.

Key Spikes & Highlights

  • Died of leukemia at 35, leaving his major book unfinished — it was completed from his notes after his death and became one of the most influential books in cognitive science.
  • The three-levels framework is now standard methodology for cognitive science: distinguishing the function, the algorithm, and the implementation answers different questions and no level is reducible to another.

Notable Works & Achievements

Vision: A Computational Investigation

Historical Influences

Francis Crick Tomaso Poggio

Intellectual Lineage

Computational Neuroscience Cognitive Science

Contemporaries & Peers

Jerry Fodor Zenon Pylyshyn

Minds Influenced

Cognitive Science Philosophy of Mind Vision Research

Intellectual Posterity

Three Levels of AnalysisComputational Vision

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