Mc Culloch-Pitts neuron model
GPTKB entity
Statements (106)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:microprocessor
|
| gptkbp:allows |
dynamic systems
linear separability lack of learning capability |
| gptkbp:applies_to |
cognitive science
data mining social robotics |
| gptkbp:based_on |
Boolean logic
logical functions |
| gptkbp:can_be |
logical functions
|
| gptkbp:consists_of |
binary threshold units
|
| gptkbp:developed_by |
gptkb:Walter_Pitts
gptkb:Warren_Mc_Culloch |
| gptkbp:has_programs |
gptkb:software_framework
pattern recognition neural computation |
| https://www.w3.org/2000/01/rdf-schema#label |
Mc Culloch-Pitts neuron model
|
| gptkbp:influenced_by |
Boolean algebra
neuroscience |
| gptkbp:introduced |
1943
|
| gptkbp:is_a |
gptkb:Model
|
| gptkbp:is_compared_to |
biological neurons
|
| gptkbp:is_considered_as |
early model of computation
foundational concept precursor to modern neural networks theoretical foundation for AI |
| gptkbp:is_criticized_for |
lack of biological realism
oversimplification of neurons |
| gptkbp:is_described_as |
cybernetics
simplified representation of a neuron binary neurons |
| gptkbp:is_divided_into |
perceptron model
|
| gptkbp:is_explored_in |
gptkb:philosophy_of_mind
computational biology neural computation machine consciousness machine learning theory artificial intelligence ethics |
| gptkbp:is_fundamental_to |
gptkb:microprocessor
artificial neural networks |
| gptkbp:is_influenced_by |
Boolean algebra
information theory biological systems cybernetics information processing |
| gptkbp:is_part_of |
theoretical computer science
computational models machine learning frameworks cognitive architectures history of artificial intelligence history of neural networks |
| gptkbp:is_related_to |
gptkb:microprocessor
gptkb:perceptron deep learning Turing machines Boolean functions logic gates threshold logic connectionism symbolic AI artificial life forms |
| gptkbp:is_studied_in |
gptkb:computer_science
gptkb:Mathematician gptkb:psychologist human-computer interaction information theory artificial life |
| gptkbp:is_used_for |
image processing
decision making pattern recognition |
| gptkbp:is_used_in |
gptkb:software_framework
gptkb:military_base gptkb:robot gptkb:battle image processing data analysis financial modeling natural language processing time series analysis bioinformatics classification tasks data mining signal processing feature selection optimization problems recommendation systems social network analysis clustering tasks forecasting anomaly detection computational neuroscience regression tasks knowledge discovery neural network training pattern classification |
| gptkbp:is_used_to |
analyze algorithms
simulate neural activity |
| gptkbp:related_model |
decision making
cognitive processes |
| gptkbp:represents |
gptkb:microprocessor
simple neural networks |
| gptkbp:used_in |
gptkb:Artificial_Intelligence
computational neuroscience |
| gptkbp:bfsParent |
gptkb:William_C._Mc_Culloch
gptkb:Robert_A._Mc_Culloch |
| gptkbp:bfsLayer |
4
|