Artificial Neural Networks

URI: https://gptkb.org/entity/Artificial_Neural_Networks

GPTKB entity

Statements (64)

Predicate	Object
gptkbp:instanceOf	gptkb:theoretical_computer_science gptkb:artificial_intelligence_method gptkb:machine_learning_technique
gptkbp:activatedBy	gptkb:ReLU sigmoid tanh softmax
gptkbp:application	gptkb:diagnosis autonomous vehicles robotics game playing financial prediction
gptkbp:component	gptkb:activation_function weights hidden layer input layer output layer
gptkbp:consistsOf	artificial neurons
gptkbp:developedBy	1940s
gptkbp:field	gptkb:artificial_intelligence gptkb:machine_learning computer science
gptkbp:inspiredBy	biological neural networks
gptkbp:limitation	require large datasets overfitting vanishing gradient problem require high computational power
gptkbp:popularizedBy	gptkb:Geoffrey_Hinton gptkb:Yann_LeCun gptkb:Yoshua_Bengio gptkb:Frank_Rosenblatt
gptkbp:relatedTo	gptkb:perceptron gptkb:genetic_algorithms deep learning decision trees support vector machines
gptkbp:standardDataset	gptkb:CIFAR-10 gptkb:ImageNet gptkb:MNIST
gptkbp:trainer	gptkb:reinforcement_learning backpropagation gradient descent supervised learning stochastic gradient descent unsupervised learning
gptkbp:type	gptkb:model gptkb:convolutional_neural_network gptkb:feedforward_neural_network gptkb:radial_basis_function_network gptkb:recurrent_neural_network modular neural network
gptkbp:usedFor	gptkb:dictionary control systems natural language processing speech recognition function approximation image recognition pattern recognition regression data mining forecasting
gptkbp:bfsParent	gptkb:Fuzzy_Neural_Networks
gptkbp:bfsLayer	7
https://www.w3.org/2000/01/rdf-schema#label	Artificial Neural Networks