Class: Neuron

Computational unit in a neural network combining weighted inputs with a bias and an activation function (Clause 3.4.9).

URI: iso22989:Neuron

 classDiagram
    class Neuron
    click Neuron href "../Neuron/"
      AIConcept <|-- Neuron
        click AIConcept href "../AIConcept/"

      Neuron : activation_function





        Neuron --> "0..1" ActivationFunctionType : activation_function
        click ActivationFunctionType href "../ActivationFunctionType/"



      Neuron : aliases

      Neuron : clause_reference

      Neuron : description

      Neuron : id

      Neuron : input_arity

      Neuron : name

      Neuron : preferred_label

      Neuron : see_also_uri

Inheritance

NamedEntity
- AIConcept
  - Neuron

Slots

Name	Cardinality and Range	Description	Inheritance
activation_function	0..1 ActivationFunctionType	Activation function applied at the neuron output	direct
input_arity	0..1 Integer	Number of inputs combined by the neuron	direct
id	1 Uriorcurie	Unique CURIE or URI identifying the entity	NamedEntity
name	1 String	Human-readable label for the entity	NamedEntity
description	0..1 String	Free-text description of the entity (paraphrased; verbatim ISO text excluded)	NamedEntity
clause_reference	0..1 String	ISO/IEC 22989:2022 clause identifier (e	NamedEntity
aliases	* String	Alternative names or synonyms for the term	NamedEntity
preferred_label	0..1 String	Preferred natural-language label	NamedEntity
see_also_uri	* Uriorcurie	Pointers to related external resources or term records	NamedEntity

Identifier and Mapping Information

Schema Source

from schema: https://w3id.org/lmodel/iso22989

Mappings

Mapping Type	Mapped Value
self	iso22989:Neuron
native	iso22989:Neuron

LinkML Source

Direct

name: Neuron
description: Computational unit in a neural network combining weighted inputs with
  a bias and an activation function (Clause 3.4.9).
from_schema: https://w3id.org/lmodel/iso22989
is_a: AIConcept
attributes:
  activation_function:
    name: activation_function
    description: Activation function applied at the neuron output.
    from_schema: https://w3id.org/lmodel/iso22989
    domain_of:
    - AIModel
    - Neuron
    range: ActivationFunctionType
  input_arity:
    name: input_arity
    description: Number of inputs combined by the neuron.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - Neuron
    range: integer
    minimum_value: 0

Induced

name: Neuron
description: Computational unit in a neural network combining weighted inputs with
  a bias and an activation function (Clause 3.4.9).
from_schema: https://w3id.org/lmodel/iso22989
is_a: AIConcept
attributes:
  activation_function:
    name: activation_function
    description: Activation function applied at the neuron output.
    from_schema: https://w3id.org/lmodel/iso22989
    owner: Neuron
    domain_of:
    - AIModel
    - Neuron
    range: ActivationFunctionType
  input_arity:
    name: input_arity
    description: Number of inputs combined by the neuron.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: Neuron
    domain_of:
    - Neuron
    range: integer
    minimum_value: 0
  id:
    name: id
    description: Unique CURIE or URI identifying the entity.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: dcterms:identifier
    identifier: true
    owner: Neuron
    domain_of:
    - NamedEntity
    range: uriorcurie
    required: true
  name:
    name: name
    description: Human-readable label for the entity.
    from_schema: https://w3id.org/lmodel/iso22989
    exact_mappings:
    - dcterms:title
    - schema:name
    rank: 1000
    slot_uri: schema:name
    owner: Neuron
    domain_of:
    - NamedEntity
    range: string
    required: true
  description:
    name: description
    description: Free-text description of the entity (paraphrased; verbatim ISO text
      excluded).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: dcterms:description
    owner: Neuron
    domain_of:
    - NamedEntity
    range: string
  clause_reference:
    name: clause_reference
    description: ISO/IEC 22989:2022 clause identifier (e.g. "5.11.4") the element
      corresponds to.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: Neuron
    domain_of:
    - NamedEntity
    - AutonomyAssessment
    - VerificationValidationFramework
    range: string
    pattern: ^[0-9]+(\.[0-9]+){0,3}$
  aliases:
    name: aliases
    description: Alternative names or synonyms for the term.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: skos:altLabel
    owner: Neuron
    domain_of:
    - NamedEntity
    range: string
    multivalued: true
  preferred_label:
    name: preferred_label
    description: Preferred natural-language label.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: skos:prefLabel
    owner: Neuron
    domain_of:
    - NamedEntity
    range: string
  see_also_uri:
    name: see_also_uri
    description: Pointers to related external resources or term records.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: rdfs:seeAlso
    owner: Neuron
    domain_of:
    - NamedEntity
    range: uriorcurie
    multivalued: true