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.

Contemporary psychology has become highly diversified. Many perspectives have been adopted for the study of psychology. Each of these perspectives sees behavior and experience in a unique way that frequently contradicts other highly regarded perspectives. For this assignment, review the text to discover more about the seven perspectives of psychology (neuroscience, evolutionary, behavior genetics, psychodynamic, behavioral, cognitive, and social-cultural).    This is based on your interpretation of the academic material. Rely on your own words and your interpretation of the material for this assignment. Although direct quotes may be used, use them sparingly. Your instructor will want to know how you define the terms, perspectives, and ideas. Keep in mind that you still give credit to your source when paraphrasing the main ideas. Describe each of these perspectives. Include a minimum of one peer-reviewed article or text reference for each perspective. Select any two perspectives and identify similarities and conflicting viewpoints. (How do these perspectives differ from the others? What are some common viewpoints in the perspectives?)   Select one of the following psychological disorders: substance use disorder, post-traumatic stress disorder (PTSD), obsessive-compulsive disorder (OCD), major depressive, or generalized anxiety. Identify which perspective would be most beneficial in understanding and treating the disorder. Provide supporting evidence using critical thinking from the course content, readings, and academic peer-reviewed sources