|
gptkbp:instanceOf
|
gptkb:algorithm
gptkb:convolutional_neural_network
|
|
gptkbp:activatedBy
|
step function
|
|
gptkbp:basisFor
|
deep learning
neural network research
|
|
gptkbp:criticizedFor
|
gptkb:Marvin_Minsky
gptkb:Seymour_Papert
cannot solve XOR problem
|
|
gptkbp:developedBy
|
gptkb:Frank_Rosenblatt
|
|
gptkbp:form
|
weighted sum of inputs
|
|
gptkbp:hardware
|
gptkb:Mark_I_Perceptron
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
perceptron
|
|
gptkbp:influencedBy
|
biological neuron
|
|
gptkbp:input
|
feature vector
|
|
gptkbp:inspiredBy
|
multi-layer perceptron
|
|
gptkbp:introducedIn
|
1957
|
|
gptkbp:learningRule
|
perceptron learning rule
|
|
gptkbp:limitation
|
cannot solve non-linearly separable problems
|
|
gptkbp:output
|
single binary value
|
|
gptkbp:publishedIn
|
gptkb:Cornell_Aeronautical_Laboratory
|
|
gptkbp:relatedTo
|
gptkb:artificial_intelligence
gptkb:machine_learning
linear classifier
support vector machine
|
|
gptkbp:trainer
|
error-driven learning
|
|
gptkbp:usedFor
|
binary classification
supervised learning
|
|
gptkbp:bfsParent
|
gptkb:McCulloch–Pitts_neuron
|
|
gptkbp:bfsLayer
|
4
|