Neural-network building blocks · MLD-0806
Neuron
A computational unit producing an activation from inputs and parameters.
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 an activation to a weighted input sum.
Original caveat
Modern layers may not map cleanly onto individual neuron metaphors.
Context and aliases
Level: Foundational. Stages: Training · Inference · Theory.
Tags: DL · SLM · LLM · Vision · NLP.
Aliases: Unit.
Related concepts
Original references
- Deep Learning: online textbook ↗ · Consulted
- PyTorch neural-network layers ↗ · Reference link
- PyTorch documentation ↗ · Reference link
- Original reference URL ↗