Artificial Intelligence
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Pruning
Quick Definition
Removing redundant neural network connections to reduce size
Full Definition
Removing redundant neurons or connections from neural networks to reduce size and computation.
Examples
structured pruning, unstructured pruning, lottery ticket hypothesis
Related Terms
quantization
model-distillation
More Artificial Intelligence Terms
Recurrent Neural Network
Neural network with cyclic connections for sequence processing
Grounding
Connecting AI outputs to verifiable real-world sources
Quantization
Reducing model precision from 32-bit to lower bit representations
Symbolic AI
AI using symbolic logic and explicit knowledge rules
Natural Language Processing
AI field enabling computers to understand human language
One-Shot Learning
Learning to recognize patterns from a single example