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gptkbp:instanceOf
|
Artificial Intelligence Technique
Machine Learning Model
|
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gptkbp:hasApplication
|
gptkb:robot
Time Series Prediction
Autonomous Vehicles
Recommendation Systems
Game Playing
|
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gptkbp:hasComponent
|
neurons
Weight
Activation Function
Bias
Layer
|
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gptkbp:hasType
|
gptkb:Radial_Basis_Function_Network
gptkb:Unsupervised_Learning
gptkb:transformation
gptkb:convolutional_neural_network
gptkb:Recurrent_Neural_Network
gptkb:Reinforcement_Learning
Feedforward Neural Network
Supervised Learning
|
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https://www.w3.org/2000/01/rdf-schema#label
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Neural Networks
|
|
gptkbp:implementedIn
|
gptkb:Python
gptkb:TensorFlow
gptkb:MATLAB
gptkb:Keras
gptkb:Caffe
gptkb:Theano
gptkb:PyTorch
|
|
gptkbp:limitation
|
Exploding Gradient Problem
Overfitting
Vanishing Gradient Problem
|
|
gptkbp:originatedIn
|
gptkb:Biological_Neural_Networks
|
|
gptkbp:proposedBy
|
gptkb:Walter_Pitts
gptkb:Warren_McCulloch
1943
|
|
gptkbp:relatedTo
|
gptkb:Machine_Learning
gptkb:artificial_intelligence
gptkb:Perceptron
Deep Learning
|
|
gptkbp:requires
|
High Computational Power
Large Datasets
|
|
gptkbp:trainer
|
Gradient Descent
Backpropagation
|
|
gptkbp:usedIn
|
gptkb:Natural_Language_Processing
gptkb:Speech_Recognition
Medical Diagnosis
Image Recognition
Financial Forecasting
|
|
gptkbp:bfsParent
|
gptkb:large_language_model
|
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gptkbp:bfsLayer
|
5
|