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Answered: - Hopfield Paper Among the prominent types of neural networks


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Hopfield Paper

 

Among the prominent types of neural networks studied by cognitive scientists, Hopfield

 

networks most closely model the high-degree of interconnectedness in neurons of the

 

human cortex. The papers by McClellan et al. (1995) and Maurer (2005) discuss learning

 

systems in the human brain-mind system and the role of Hopfield networks as models for

 

actual human learning including sequence of items learned. This resonates with Chomsky's

 

emphasis on the role of syntax and word sequence in language learning.

 


 

1) Use the following information to ensure successful completion of

 

the assignment:

 

a) This assignment uses a grading rubric.

 

b) Include two scholarly resources other than those in the assigned

 

readings with appropriate references and in-text citations.

 

c) Prepare this assignment according to the APA guidelines found in the

 

APA Style Guide, located in the Student Success Center. An abstract is not

 

required.

 

2) Write a paper of 1,250-1,500 words in which you argue for or against the

 

notion that Hopfield networks not only share characteristics of learning in the

 

brain-mind system but also that they are useful analytic tools.

 

Rubric below

 

Argument in Favor or

 

Against Shared

 

Characteristics with

 

Hopfield Networks

 


 

30.0 %Argument in Favor or

 

Against Hopfield Networks as

 

Analytic Tools

 

5.0 %Two scholarly research

 

sources with in-text citations.

 


 

20.0 %Organization and

 

Effectiveness

 

7.0 %Thesis Development and

 


 

A thorough argument in favor or

 

against shared characteristics with

 

Hhopfield networks is presented.

 

Information presented is from

 

scholarly though dated sources.

 


 

A thorough argument in favor or

 

against shared characteristics with

 

Hhopfield networks is presented.

 

Information presented is from current

 

scholarly sources.

 


 

A thorough argument in favor A thorough argument in favor

 

or against Hopfield networks as or against Hopfield networks as

 

analytic tools is presented.

 

analytic tools is presented.

 

Information presented is from Information presented is from

 

scholarly though dated sources. current scholarly sources.

 

All required elements are

 

All required elements are

 

present. Scholarly research

 

present. Scholarly research

 

sources are topic-related, and sources are topic-related, and

 

obtained from reputable

 

obtained from highly respected,

 

professional sources.

 

professional, original sources.

 


 

Thesis and/or main claim are

 


 

Thesis and/or main claim are

 


 

Purpose

 


 

8.0 %Argument Logic and

 

Construction

 


 

5.0 %Mechanics of Writing

 

(includes spelling,

 

punctuation, grammar,

 

language use)

 

10.0 %Format

 

5.0 %Paper Format (Use of

 

appropriate style for the major

 

and assignment)

 

5.0 %Research Citations (Intext citations for paraphrasing

 

and direct quotes, and

 

reference page listing and

 

formatting, as appropriate to

 

assignment and style)

 


 

clear and forecast the

 

comprehensive. The essence of

 

development of the paper. It is the paper is contained within

 

descriptive and reflective of the the thesis. Thesis statement

 

arguments and appropriate to makes the purpose of the paper

 

the purpose.

 

clear.

 

Argument shows logical

 

Clear and convincing argument

 

progressions. Techniques of

 

that presents a persuasive claim

 

argumentation are evident.

 

in a distinctive and compelling

 

There is a smooth progression manner. All sources are

 

of claims from introduction to authoritative.

 

conclusion. Most sources are

 

authoritative.

 

Prose is largely free of

 

Writer is clearly in command of

 

mechanical errors, although a standard, written, academic

 

few may be present. A variety English.

 

of sentence structures and

 

effective figures of speech are

 

used.

 

Appropriate template is fully All format elements are correct.

 

used. There are virtually no

 

errors in formatting style.

 

Reference page is present and

 

fully inclusive of all cited

 

sources. Documentation is

 

appropriate and citation style is

 

usually correct.

 


 

 


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