Artificial Intelligence
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State Space Model
Quick Definition
Architecture using linear attention for efficient sequence modeling
Full Definition
A neural network architecture using linear attention mechanisms to model sequences with constant memory usage.
Examples
Mamba, S4, long-range dependencies, efficient sequence modeling
Related Terms
transformer
recurrent-neural-network
attention-mechanism
More Artificial Intelligence Terms
Self-Attention
Mechanism allowing sequence positions to attend to all others
AutoML
Automation of the machine learning pipeline
Transformer
Architecture using self-attention for parallel processing
Computer Vision
AI that enables machines to interpret visual information
Symbolic AI
AI using symbolic logic and explicit knowledge rules
Multimodal AI
AI that processes and integrates multiple data types