About: Soboleva modified hyperbolic tangent

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The Soboleva modified hyperbolic tangent, also known as (parametric) Soboleva modified hyperbolic tangent activation function ([P]SMHTAF), is a special S-shaped function based on the hyperbolic tangent, given by This function was originally proposed as "modified hyperbolic tangent" by Elena V. Soboleva (Елена В. Соболева) as a utility function for multi-objective optimization and choice modelling in decision-making. It has since been introduced into neural network theory and practice.

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rdfs:label	Soboleva modified hyperbolic tangent (en)
rdfs:comment	The Soboleva modified hyperbolic tangent, also known as (parametric) Soboleva modified hyperbolic tangent activation function ([P]SMHTAF), is a special S-shaped function based on the hyperbolic tangent, given by This function was originally proposed as "modified hyperbolic tangent" by Elena V. Soboleva (Елена В. Соболева) as a utility function for multi-objective optimization and choice modelling in decision-making. It has since been introduced into neural network theory and practice. (en)
dcterms:subject	Analytic functions Elementary special functions Exponentials Functions and mappings Artificial neural networks
Wikipage page ID	43662588 (xsd:integer)
Wikipage revision ID	1106693295 (xsd:integer)
Link from a Wikipage to another Wikipage	Neural network Analytic functions Antenna feed Elementary special functions Hyperbolic sine Hyperbolic tangent Decision-making List of integrals of hyperbolic functions Function (mathematics) Equal incircles theorem Light-emitting diode Choice modelling Activation function Exponentials Divertor Hausdorff distance Functions and mappings E (mathematical constant) Inverse hyperbolic function Tanh Artificial neural networks Bulgarian Academy of Sciences Plasma (physics) Field-effect transistor Sigmoid function Poinsot's spirals Multi-objective optimization University of Plovdiv Fusion reactor
Link from a Wikipage to an external page	http://www.biomathforum.org/biomath/index.php/conference/article/view/1070 https://web.archive.org/web/20200620043831/https:/docplayer.net/147799474-A-note-on-the-new-activation-function-of-gompertz-type.html https://web.archive.org/web/20200620050424/http:/www.biomathforum.org/biomath/index.php/conference/article/view/1070
sameAs	Soboleva modified hyperbolic tangent Soboleva modified hyperbolic tangent
dbp:wikiPageUsesTemplate	dbt:Cite_journal dbt:Reflist dbt:Short_description dbt:Use_dmy_dates dbt:Use_list-defined_references
cs1-dates	y (en)
date	June 2020 (en)
group	"nb" (en)
has abstract	The Soboleva modified hyperbolic tangent, also known as (parametric) Soboleva modified hyperbolic tangent activation function ([P]SMHTAF), is a special S-shaped function based on the hyperbolic tangent, given by This function was originally proposed as "modified hyperbolic tangent" by Elena V. Soboleva (Елена В. Соболева) as a utility function for multi-objective optimization and choice modelling in decision-making. It has since been introduced into neural network theory and practice. The function was also used to approximate current-voltage characteristics of field-effect transistors and light-emitting diodes, to design antenna feeders, and analyze plasma temperatures and densities in the divertor region of fusion reactors. A family of recurrence-generated parametric Soboleva modified hyperbolic tangent activation functions (NPSMHTAF, FPSMHTAF) was studied with parameters a = c and b = d. With parameters a = b = c = d = 1 the modified hyperbolic tangent function reduces to the conventional tanh(x) function, whereas for a = b = 1 and c = d = 0, the term becomes equal to sinh(x). (en)
prov:wasDerivedFrom	wikipedia-en:Soboleva_modified_hyperbolic_tangent?oldid=1106693295&ns=0
page length (characters) of wiki page	14002 (xsd:nonNegativeInteger)
foaf:isPrimaryTopicOf	wikipedia-en:Soboleva_modified_hyperbolic_tangent
is Link from a Wikipage to another Wikipage of	FPSMHTAF Hyperbolic functions Mtanh Family of parametric Soboleva modified hyperbolic tangent activation functions Family of recurrence-generated parametric Soboleva modified hyperbolic tangent activation functions Soboleva's modified hyperbolic tangent Soboleva's modified hyperbolic tangent activation function Soboleva's modified hyperbolic tangent function Soboleva's parametric modified hyperbolic tangent activation function Soboleva modified hyperbolic tangent activation function Soboleva modified hyperbolic tangent function Sigmoid function Modified hyperbolic tangent NPSMHTAF Parametric Soboleva modified hyperbolic tangent activation function PSMHTAF SMHTAF Modified hyperbolic tangent function
is Wikipage redirect of	FPSMHTAF Mtanh Family of parametric Soboleva modified hyperbolic tangent activation functions Family of recurrence-generated parametric Soboleva modified hyperbolic tangent activation functions Soboleva's modified hyperbolic tangent Soboleva's modified hyperbolic tangent activation function Soboleva's modified hyperbolic tangent function Soboleva's parametric modified hyperbolic tangent activation function Soboleva modified hyperbolic tangent activation function Soboleva modified hyperbolic tangent function Modified hyperbolic tangent NPSMHTAF Parametric Soboleva modified hyperbolic tangent activation function PSMHTAF SMHTAF Modified hyperbolic tangent function
is foaf:primaryTopic of	wikipedia-en:Soboleva_modified_hyperbolic_tangent

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