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IEEE Transactions on Cognitive and Developmental Systems


The IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS (TCDS), published four times a year, publishes original papers of archival journal quality in Cognitive and Developmental Systems. Recent advances in computational intelligence, cognitive science, neuroscience, and robotics have stimulated the birth and rapid growth of this new research field. Mental development is a process during which a brain-like natural or artificial embodied system, under the control of its intrinsic species-specific developmental program, develops mental capabilities through its real-time interactions with its environments (including the brain's own internal environment) using its own sensors and effectors. The mental capabilities include perceptual, cognitive, behavioral, emotional, and all other mental capabilities that are exhibited by humans, higher animals, and artificial systems.

The scope of TCDS includes:

  • Computational modeling of mental development, including mental architecture, theories, algorithms, properties and experiments;
  • Experimental investigations relevant to the goal of achieving a computational understanding of developmental processes in humans and animals, especially those focusing on the role of experience and on the active exploration of the environment;
  • Engineering applications of autonomous mental development such as mechanisms enabling highly complex capabilities by robots and other artificial systems.

Investigations in AMD are expected to improve our systematic understanding of the working of the wide variety of mental capabilities in humans.

Authors are encouraged to submit papers that disclose significant conceptual, computational, or empirical discovery, technical and practical knowledge, exploratory developments, and applications to both artificial and biological mentally developing systems. The Transactions encourage papers submitted from all areas related to mental development, including, but not limited to, computer science, engineering, neuroscience, psychology, biology, medicine, and philosophy. Due to the existence of many empirically oriented journals in the field of human developmental psychology, the Transactions will emphasize computational approaches to mental development and experimental studies that make contact with computational approaches.


Publication Timeline

Every effort is made to ensure minimum delay from submission to publication. Authors have a key role to play in minimizing the delay between initial submission and publication, largely by ensuring that manuscripts are of high quality both in terms of content and presentation. Use of a proof-reading service is highly recommended for any authors who are not native English speakers.

When the final version of a manuscript is accepted, it is immediately published electronically on IEEE Xplore and given a Digital Object Identifier (DOI), at which time it enters the queue for publication in the paper version. In line with the IEEE's policy on scholarly publishing, authors are also free to archive the PDF of the published paper on their own web-site or institutional repository.

TAMD aims to publish a paper in less than 12 months from the date of its initial submission, and to post it online in IEEE Xplore in less than 6 months from the date of its initial submission. For manuscripts that are accepted without revision it is entirely feasible that they could be posted online within 3 months of its initial submission.


Types of Contributions

TAMD manuscript types and submission length guidelines are as follows:

  • Regular paper - up to 12 double column pages 
  • Correspondence paper - up to 6 double column pages 
  • Survey paper - up to 20 double column pages 
  • Comments paper - up to 4 double column pages 

A correspondence paper is manuscript that publishes an original research contribution in a shorter form, as well as a "perspective" that includes insights into issues of wider scope than a regular paper related to computational mental development but without being highly computational in style.

A survey paper is well-focused manuscript that puts recent progress into a broader perspective and accurately assesses the limits of existing theories.

A comments paper is a paper commenting on an error one has found in, or a disagreement one has with, a previously published paper. When submitting a comments paper, you must include the title and/or log number of the previously published paper. Comment papers should comprise a significant contribution. This could be the correction of a significant error, or correction to empirical findings that may be inconsistent with the original paper, or an extension of the results in a paper that are both significant and concise. The authors of the original paper will be invited to submit a rebuttal.

Review management is primarily under the direction of an associate editor, who will solicit reviews for each submission. The associate editor will ordinarily make a recommendation after receiving three reviews. To avoid delays in processing your paper, please follow these guidelines.


Submission of Manuscripts

We are accepting submissions through Manuscript Central at

All correspondence concerning submissions is between the author, Editor-in-Chief and Editorial Assistant. To submit your paper for consideration, visit the web submission system at Manuscript Central (to be launched late 2008). Here you can create a new account or use an existing one if you have one, and submit your manuscript.

This TRANSACTIONS is devoted primarily to archival reports of work that have not been published elsewhere. Specifically, conference records and book chapters that have been published previously are not acceptable unless and until they have been enhanced significantly. In special circumstances or on exceptional occasions, the editor may deem a contribution noteworthy enough to be exempted from this policy. Ensure that in "Comments to Editor-in-Chief" you state that the work being submitted has not been published elsewhere, nor is it under review currently by another publication.


Style for Manuscript

The TAMD follows the format standards of the IEEE. The IEEE "Information for Authors" kit (PDF, 755 KB) can be downloaded from:

Here are some of the general guidelines. A list of 4-5 keywords (index terms) and an abstract (described below) are required for all manuscripts submitted to this journal. A new article is submitted through the Manuscript Central System. The submitted manuscript must be in PDF, and singled-spaced, double column, standard IEEE published format.

All pages should be numbered. Provide an abstract that is a concise yet comprehensive reflection of what is in your article according to the following guidelines:

  • The abstract must be self-contained, without abbreviations, footnotes, or references. It should be a microcosm of the full article.
  • The abstract must be between 150-250 words. Be sure that you adhere to these limits; otherwise, you will need to edit your abstract accordingly.
  • The abstract must be written as one paragraph, and should not contain displayed mathematical equations or tabular material.
  • The abstract should include three or four different keywords or phrases, as this will help readers to find it. It is important to avoid over-repetition of such phrases as this can result in a page being rejected by search engines.
  • Ensure that your abstract reads well and is grammatically correct.
  • Authors are encouraged to put detailed derivations in appendixes.


Page Charges

After a manuscript has been accepted for publication, the author's company or institution will be requested to pay a charge of $110 per printed page to cover part of the cost of publication. Page charges for this TRANSACTIONS, like those for journals of other professional societies, are not obligatory, nor is their payment a prerequisite for publication. The author will receive 100 free reprints without covers if the page charge is honored. If the voluntary page charge is not honored, IEEE will impose a mandatory overlength page charge of $200 for each page in excess of 12 for Regular paper, 6 for Correspondence, 4 for Comments, and 20 for Survey.  Authors who are concerned with these mandatory changes are encouraged to estimate the length of their manuscripts prior to submission.  Detailed instructions on payment of these charges will accompany the page proof.


Open Access

This publication is a hybrid journal, allowing either Traditional manuscript submission or Open Access (author-pays OA) manuscript submission. Upon submission, if you choose to have your manuscript be an Open Access article, you commit to pay the discounted $1,750 OA fee if your manuscript is accepted for publication in order to enable unrestricted public access. Any other application charges (such as over-length page charge and/or charge for the use of color in the print format) will be billed separately once the manuscript formatting is complete but prior to the publication. If you would like your manuscript to be a Traditional submission, your article will be available to qualified subscribers and purchasers via IEEE Xplore. No OA payment is required for Traditional submission.



It is the policy of the IEEE to own copyright to the technical contributions it publishes. To comply with the IEEE copyright policy, authors are required to sign the IEEE Copyright Transfer & Export Control compliance From before publication in either the print or electronic medium. The form is provided upon approval of the manuscript. Author must submit a signed copy of this form with their final manuscripts.


Frequently Asked Questions

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