Mc Culloch-Pitts model

GPTKB entity

Statements (54)
Predicate Object
gptkbp:instance_of gptkb:Model
gptkbp:bfsLayer 5
gptkbp:bfsParent gptkb:William_H._Mc_Culloch
gptkb:William_M._Mc_Culloch
gptkbp:allows does not learn
binary output only
simplistic representation of neurons
gptkbp:based_on threshold logic
gptkbp:consists_of gptkb:microprocessor
connections
gptkbp:developed_by gptkb:Walter_Pitts
gptkb:Warren_Mc_Culloch
gptkbp:has_programs gptkb:military_base
signal processing
pattern recognition
gptkbp:has_variants multi-layer networks
recurrent networks
feedforward networks
https://www.w3.org/2000/01/rdf-schema#label Mc Culloch-Pitts model
gptkbp:influenced_by Boolean algebra
gptkbp:input_output binary values
gptkbp:introduced 1943
gptkbp:is_a gptkb:Model
gptkbp:is_associated_with fuzzy logic
evolutionary computation
artificial life
gptkbp:is_considered_as early model of computation
foundational concept in AI
precursor to modern neural networks
gptkbp:is_criticized_for lack of biological realism
inability to represent complex functions
limited computational power
gptkbp:is_described_as gptkb:microprocessor
gptkbp:is_explored_in gptkb:philosophy_of_mind
theoretical computer science
mathematical logic
gptkbp:is_fundamental_to neural computation
gptkbp:is_influential_in gptkb:psychologist
cognitive science
neuroscience
gptkbp:is_part_of history of artificial intelligence
history of neural networks
history of cognitive science
gptkbp:is_related_to Turing machines
Boolean functions
logic gates
artificial neural networks
gptkbp:is_studied_in gptkb:computer_science
gptkb:Mathematician
engineering
gptkbp:is_used_in gptkb:software_framework
gptkbp:is_used_to simulate neural activity
model cognitive processes
gptkbp:used_in gptkb:Artificial_Intelligence