Mc Culloch-Pitts Neuron Model
GPTKB entity
Statements (58)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:microprocessor
|
| gptkbp:bfsLayer |
5
|
| gptkbp:bfsParent |
gptkb:M._A._Mc_Culloch
|
| gptkbp:allows |
assumes binary inputs and outputs
does not account for biological complexity |
| gptkbp:based_on |
binary threshold logic
|
| gptkbp:can_be |
logical functions
|
| gptkbp:can_be_extended_by |
more complex models
|
| gptkbp:consists_of |
gptkb:microprocessor
connections |
| gptkbp:developed_by |
gptkb:Walter_Pitts
gptkb:Warren_Mc_Culloch |
| gptkbp:has_programs |
image processing
signal processing pattern recognition |
| https://www.w3.org/2000/01/rdf-schema#label |
Mc Culloch-Pitts Neuron Model
|
| gptkbp:influenced_by |
Boolean algebra
|
| gptkbp:input_output |
binary values
|
| gptkbp:introduced |
1943
|
| gptkbp:is_a |
gptkb:Model
|
| gptkbp:is_considered_as |
one of the first models of computation
|
| gptkbp:is_described_as |
a simplified representation of a neuron
|
| gptkbp:is_explored_in |
gptkb:philosophy_of_mind
neuroscience research mathematics research computer science research philosophy of artificial intelligence philosophy of cognitive science |
| gptkbp:is_fundamental_to |
gptkb:microprocessor
|
| gptkbp:is_influential_in |
cognitive science
artificial life |
| gptkbp:is_part_of |
theoretical computer science
theoretical neuroscience theoretical psychology the history of artificial intelligence the history of neural networks the foundation of AI research the foundation of cognitive modeling the foundation of neural computation |
| gptkbp:is_related_to |
gptkb:perceptron
information theory Turing machines computational models activation functions neural computation logical circuits |
| gptkbp:is_used_in |
gptkb:software_framework
|
| gptkbp:is_used_to |
simulate neural activity
enhance machine learning techniques analyze decision making create algorithms develop AI systems improve neural network architectures model learning processes study artificial intelligence understand cognition |
| gptkbp:used_in |
gptkb:Artificial_Intelligence
computational neuroscience |