artificial neural networks

GPTKB entity

AI-created image

Predicate	Object
gptkbp:instanceOf	gptkb:theoretical_computer_science gptkb:model gptkb:artificial_intelligence_technique
gptkbp:application	gptkb:diagnosis autonomous vehicles robotics financial forecasting fraud detection game playing image generation language translation recommendation systems speech synthesis
gptkbp:basedOn	biological neural networks
gptkbp:consistsOf	weights activation functions artificial neurons layers
gptkbp:developedBy	1940s
gptkbp:limitation	computationally intensive lack interpretability require large datasets
gptkbp:popularizedBy	gptkb:Geoffrey_Hinton gptkb:Yann_LeCun gptkb:Yoshua_Bengio gptkb:Frank_Rosenblatt
gptkbp:relatedTo	gptkb:machine_learning cognitive science deep learning connectionism
gptkbp:trainer	backpropagation gradient descent
gptkbp:type	gptkb:model gptkb:convolutional_neural_network gptkb:feedforward_neural_network gptkb:radial_basis_function_network gptkb:recurrent_neural_network
gptkbp:usedFor	gptkb:dictionary natural language processing speech recognition function approximation image recognition pattern recognition regression time series prediction
gptkbp:bfsParent	gptkb:McCulloch–Pitts_neuron
gptkbp:bfsLayer	4
https://www.w3.org/2000/01/rdf-schema#label	artificial neural networks