Neural-network building blocks · MLD-0633
Layer
A stage of a neural computation transforming a representation.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Apply a linear transformation followed by a nonlinearity.
Original caveat
Layer counting conventions vary across architectures.
Context and aliases
Level: Foundational. Stages: Training · Inference · Theory.
Tags: DL · SLM · LLM · Vision · NLP.
Aliases: None recorded.
Related concepts
Concepts linking here
Original references
- Deep Learning: online textbook ↗ · Consulted
- PyTorch neural-network layers ↗ · Reference link
- PyTorch documentation ↗ · Reference link
- Original reference URL ↗