Properties (57)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:Company
|
| gptkbp:basedOn |
Linear_Threshold_Unit
|
| gptkbp:developedBy |
Frank_Rosenblatt
|
| gptkbp:hasCitations |
Cannot Solve XOR Problem
|
| gptkbp:hasRelatedPatent |
Image Recognition
Natural Language Processing Pattern Recognition |
| https://www.w3.org/2000/01/rdf-schema#label |
The Perceptron
|
| gptkbp:inspiration |
Multi-layer_Perceptron
|
| gptkbp:introduced |
1958
|
| gptkbp:isA |
Single-layer Neural Network
|
| gptkbp:isEvaluatedBy |
Accuracy
F1 Score Precision Recall |
| gptkbp:isExaminedBy |
Activation Functions
Optimization Algorithms Loss Functions Machine Learning Textbooks |
| gptkbp:isInfluencedBy |
Cybernetics
Information Theory Biological Neurons |
| gptkbp:isLocatedIn |
gptkb:PyTorch
gptkb:Keras TensorFlow Various Programming Languages |
| gptkbp:isPartOf |
gptkb:Support_Vector_Machines
Cognitive Science Decision Trees Machine Learning Logistic Regression Artificial Intelligence History |
| gptkbp:isRelatedTo |
Backpropagation
Learning Rate Neural Networks Overfitting Underfitting Gradient Descent |
| gptkbp:isStudiedIn |
Feature Scaling
Artificial Intelligence Courses |
| gptkbp:isTestedFor |
Supervised Learning
|
| gptkbp:isUsedFor |
Sentiment Analysis
Speech Recognition Spam Detection Graphical Model Multi-layer Networks |
| gptkbp:isUsedIn |
gptkb:Autonomous_Vehicles
Deep Learning Medical Diagnosis Robotics Game AI Financial Forecasting Facial_Recognition |
| gptkbp:learnsMove |
Linearly Separable Functions
|
| gptkbp:requires |
Training Data
|
| gptkbp:usedFor |
Binary Classification
|
| gptkbp:utilizes |
Step Function
|