Journals

Applied Soft Computing
The international electronic journal of the World Federation on Soft Computing (WFSC), covering fuzzy logic, neural networks, evolutionary computing, rough sets and other similar techniques to address real world complexities.
http://www.elsevier.com/wps/find/journaldescription.cws_home/621920/description

Brain and Mind
A journal providing information on neuroscience and neurophilosophy. Journal contents, author instructions, and subscription form.
http://www.springer.com/east/home?SGWID=5-102-70-35498380-0

Cognitive Systems Research
Covers quarterly all topics in the study of cognitive processes, in both natural and artificial systems. Website offers information and resources for authors, ordering information and staff list.
http://www.cogsci.rpi.edu/~rsun/journal.html

Connexions
Occasional online journal of theoretical work in contemporary cognitive science. Offers 6 issues since 1996 in PDF format.
http://www.open.ac.uk/Arts/connex/

International Journal of Computational Intelligence and Applications
Includes current articles and historical abstracts.
http://ejournals.wspc.com.sg/ijcia/ijcia.shtml

Journal of Machine Learning Research
Publishes scholarly articles in all areas of machine learning electronically. Paper volume release 8 times annually. Website contains content in different file formats, information and resources for authors and staff list.
http://jmlr.csail.mit.edu/

Journal of Neuroscience
Weekly official journal of the Society for Neuroscience, Washington, DC. Website offers for instance content downloads going back to 1981 (partly free), content alert via email, information and online submission system for authors.
http://www.jneurosci.org/

Neural Computation
Offers articles, titles, and reviews. Site has an archive going back to 1995.
http://neco.mitpress.org/

Neural Networks Journal
Official journal of the International, European and Japanese Neural Network Society published 10 times annually. Website contains information for authors, ordering information and content alert via email.
http://www.inns.org/nnjournal.asp

Neural Processing Letters
Publishes research results and ideas in all fields of artificial neural networks. Website contains contents going back to 1997 in PDF format pay-per-view, information and online submission system for authors and staff list.
http://www.springerlink.com/content/100321/

Neurocomputing
Publishes articles describing recent fundamental contributions in the field of neurocomputing. Authoring information and online submission system, content alert via email, ordering information and content downloads for subscribers.
http://www.elsevier.com/wps/find/journaldescription.cws_home/505628/description