|
gptkbp:instanceOf
|
gptkb:convolutional_neural_network
|
|
gptkbp:developedBy
|
1980s
|
|
gptkbp:enables
|
gptkb:ImageNet_Classification
gptkb:Machine_Translation
gptkb:AlphaGo
gptkb:ChatGPT
gptkb:DALL-E
gptkb:GPT-3
Speech-to-Text
Object Detection
Autonomous Driving
Face Recognition
|
|
gptkbp:field
|
gptkb:Machine_Learning
gptkb:artificial_intelligence
Deep Learning
|
|
gptkbp:hasComponent
|
neurons
Weight
Activation Function
Bias
Hidden Layer
Input Layer
Output Layer
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Deep Neural Networks
|
|
gptkbp:implementedIn
|
gptkb:TensorFlow
gptkb:Keras
gptkb:MXNet
gptkb:Caffe
gptkb:PyTorch
|
|
gptkbp:improves
|
gptkb:Dropout
Batch Normalization
Data Augmentation
Residual Connections
|
|
gptkbp:popularizedBy
|
gptkb:Geoffrey_Hinton
gptkb:Yann_LeCun
gptkb:Yoshua_Bengio
|
|
gptkbp:relatedTo
|
gptkb:Transformers
gptkb:Generative_Adversarial_Networks
Recurrent Neural Networks
Convolutional Neural Networks
Autoencoders
Feedforward Neural Networks
|
|
gptkbp:requires
|
High Computational Power
Large Datasets
|
|
gptkbp:suffersFrom
|
Exploding Gradient Problem
Overfitting
Vanishing Gradient Problem
|
|
gptkbp:trainer
|
Gradient Descent
Backpropagation
|
|
gptkbp:usedBy
|
gptkb:Amazon
gptkb:Apple
gptkb:Baidu
gptkb:DeepMind
gptkb:Facebook
gptkb:Google
gptkb:IBM
gptkb:Microsoft
gptkb:OpenAI
gptkb:Tesla
gptkb:Alibaba
gptkb:NVIDIA
|
|
gptkbp:usedFor
|
gptkb:Natural_Language_Processing
gptkb:Speech_Recognition
Medical Diagnosis
Autonomous Vehicles
Image Recognition
Recommendation Systems
|
|
gptkbp:bfsParent
|
gptkb:Speech_Recognition
|
|
gptkbp:bfsLayer
|
6
|