Types of Contributions
TNNLS publishes three types of articles:
- Papers (Full Papers)
- Brief Papers
- Comments Papers and Communications
Full Papers are characterized by novel contributions of archival nature in developing theories and/or innovative applications of neural networks and learning systems. The contribution should not be of incremental nature, but must present a well-founded and conclusive treatment of a problem. Well organized survey of literature on topics of current interest may also be considered.
Brief Papers report sufficiently interesting new theories and/or developments on previously published work in neural networks and related learning systems. For example, brief papers may report an extension of previous results or algorithms, innovative applications of a known approach to interesting problems, brief theoretical results, etc. The contribution should be conclusive and useful.
Comments Papers and Communications are short articles which may be commenting on an error one has found in, or a significant disagreement one has with, a previously published paper. Typically, a comments paper is assigned to the same Associate Editor who handled the published paper being commented on. If the Associate Editor who was handling the previously published paper is no longer available, the Editor-in-Chief will assign the comments paper to another Associate Editor whose expertise closely matches the paper’s topic. Comments papers and communications should comprise a significant contribution of interest to the TNNLS readership. The authors of the original paper may be invited to submit a rebuttal. A comments paper should be as concise as possible and will not exceed 3 pages formatted in the IEEE two-column style.
During the review process, submitted manuscripts will NOT be transferred from one category to another after submission/review. It would be the responsibility of authors to decide the category of their manuscript at the time of submission. The articles in this journal are peer reviewed in accordance with the requirements set forth in the IEEE Publication Services and Products Board Operations Manual (https://pspb.ieee.org/images/.les/.les/opsmanual.pdf). Each published article was reviewed by a minimum of two independent reviewers using a single-blind peer review process, where the identities of the reviewers are not known to the authors, but the reviewers know the identities of the authors.