Classical Neural Networks

GPTKB entity

Predicate	Object
gptkbp:instance_of	gptkb:neural_networks
gptkbp:architectural_style	gptkb:Feedforward_Neural_Network gptkb:neural_networks
gptkbp:coat_of_arms	Hidden Layer Input Layer Output Layer
gptkbp:developed_by	gptkb:Yoshua_Bengio gptkb:Geoffrey_R._Hinton gptkb:Yann_Le_Cun
gptkbp:has_limitations	Overfitting Computational Cost Vanishing Gradient Problem
https://www.w3.org/2000/01/rdf-schema#label	Classical Neural Networks
gptkbp:initiated_by	Sigmoid Function Re LU Function Tanh Function
gptkbp:is_applied_in	gptkb:Natural_Language_Processing gptkb:speeches Image Recognition Game Playing
gptkbp:is_enhanced_by	gptkb:stage_adaptation gptkb:Batch_Normalization gptkb:Dropout Data Augmentation Ensemble Learning L2 Regularization
gptkbp:is_evaluated_by	Accuracy Loss Function
gptkbp:is_part_of	gptkb:Artificial_Intelligence gptkb:machine_learning gptkb:Deep_Learning
gptkbp:is_trained_in	Backpropagation Gradient Descent
gptkbp:is_used_in	gptkb:Autonomous_Vehicles gptkb:robotics Anomaly Detection Fraud Detection Recommendation Systems Time Series Prediction Social Media Analysis Customer Segmentation Financial Forecasting Healthcare Diagnostics
gptkbp:requires_data_type	Supervised Learning Unsupervised Learning Semi-supervised Learning
gptkbp:bfsParent	gptkb:Quantum_Neural_Networks
gptkbp:bfsLayer	4