Classical Neural Networks

GPTKB entity

Properties (48)
Predicate Object
gptkbp:instanceOf Neural Network
gptkbp:appearsIn Image Recognition
Natural Language Processing
Speech Recognition
gptkbp:composedOf Layers
Neurons
gptkbp:developedBy 1980s
gptkbp:hasCitations Overfitting
Underfitting
ComputationallyIntensive
RequiresLargeDataSets
gptkbp:hasRelatedPatent gptkb:Autonomous_Vehicles
gptkb:Recommendation_Systems
Anomaly Detection
Medical Diagnosis
Sentiment Analysis
Game AI
Customer Segmentation
Weather Prediction
Stock Market Prediction
Facial_Recognition
Time_Series_Forecasting
https://www.w3.org/2000/01/rdf-schema#label Classical Neural Networks
gptkbp:includes Hidden Layer
Output Layer
Input_Layer
gptkbp:inspiredBy gptkb:Biological_Neural_Networks
gptkbp:isCounteredBy Reinforcement Learning
Supervised Learning
Unsupervised Learning
gptkbp:isUsedFor gptkb:Convolutional_Neural_Networks
Finance
Healthcare
Robotics
Data Augmentation
Gaming
Recurrent Neural Networks
Dropout
Regularization
Batch Normalization
Deep_Learning_Techniques
gptkbp:type Artificial Intelligence
gptkbp:usedFor Classification
Pattern Recognition
Regression
gptkbp:utilizes Backpropagation
Activation Functions
Gradient Descent