Artificial Intelligence
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Long Short-Term Memory
Quick Definition
RNN variant designed to learn long-term dependencies
Full Definition
A type of RNN architecture designed to learn long-term dependencies using gating mechanisms.
Examples
sequence modeling, time series forecasting, speech recognition
Related Terms
recurrent-neural-network
gru
More Artificial Intelligence Terms
Quantization
Reducing model precision from 32-bit to lower bit representations
Transformer
Architecture using self-attention for parallel processing
AI Agent
Autonomous software taking goal-directed actions
Hallucination
AI generating confident but factually incorrect information
Pruning
Removing redundant neural network connections to reduce size
Model Distillation
Creating smaller models that replicate larger model behavior