Artificial Intelligence
143 views
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
One-Shot Learning
Learning to recognize patterns from a single example
OCR
Technology converting images of text into machine-readable text
AI Ethics
Study of moral implications in AI development
Reinforcement Learning
Learning through trial and error with reward feedback
Attention Mechanism
Component allowing models to focus on relevant input parts
Red Teaming AI
Adversarial testing of AI models for vulnerabilities