{"id":55862,"date":"2023-08-28T16:09:38","date_gmt":"2023-08-28T16:09:38","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/ccs337-cognitive-science-syllabus-for-csbs-2021-regulation-professional-elective-iv\/"},"modified":"2023-08-28T16:09:38","modified_gmt":"2023-08-28T16:09:38","slug":"ccs337-cognitive-science-syllabus-for-csbs-2021-regulation-professional-elective-iv","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/ccs337-cognitive-science-syllabus-for-csbs-2021-regulation-professional-elective-iv\/","title":{"rendered":"CCS337: Cognitive Science syllabus for CS&BS 2021 regulation (Professional Elective-IV)"},"content":{"rendered":"

Cognitive Science detailed syllabus for Computer Science & Business Systems (CS&BS) for 2021 regulation curriculum has been taken from the Anna Universities<\/a> official website and presented for the CS&BS students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below. <\/p>\n

For Computer Science & Business Systems 6th Sem scheme and its subjects, do visit CS&BS 6th Sem 2021 regulation scheme<\/a>. For Professional Elective-IV scheme and its subjects refer to CS&BS Professional Elective-IV syllabus scheme<\/a>. The detailed syllabus of cognitive science is as follows. <\/p>\n

Course Objectives:<\/h4>\n

Download the iStudy App for all syllabus and other updates.<\/a>
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Unit I<\/h4>\n

PHILOSOPHY, PSYCHOLOGY AND NEUROSCIENCE
\nPhilosophy: Mental-physical Relation – From Materialism to Mental Science – Logic and the Sciences of the Mind – Psychology: Place of Psychology within Cognitive Science – Science of Information Processing -Cognitive Neuroscience – Perception – Decision – Learning and Memory – Language Understanding and Processing.\n<\/p>\n

Unit II<\/h4>\n

COMPUTATIONAL INTELLIGENCE
\nMachines and Cognition – Artificial Intelligence – Architectures of Cognition – Knowledge Based Systems – Logical Representation and Reasoning – Logical Decision Making -Learning -Language – Vision.\n<\/p>\n

Unit III<\/h4>\n

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Unit IV<\/h4>\n

INFERENCE MODELS OF COGNITION
\nGenerative Models – Conditioning – Causal and statistical dependence – Conditional dependence – Data Analysis – Algorithms for Inference.\n<\/p>\n

Unit V<\/h4>\n

LEARNING MODELS OF COGNITION
\nLearning as Conditional Inference – Learning with a Language of Thought – Hierarchical Models-Learning (Deep) Continuous Functions – Mixture Models.\n<\/p>\n

Practical Exercises<\/h4>\n
    \n
  1. Demonstration of Mathematical functions using WebPPL.<\/li>\n
  2. Implementation of reasoning algorithms.<\/li>\n
  3. Developing an Application system using generative model.<\/li>\n
  4. Developing an Application using conditional inference learning model.<\/li>\n
  5. Application development using hierarchical model.<\/li>\n
  6. Application development using Mixture model.<\/li>\n<\/ol>\n

    Course Outcomes:<\/h4>\n

    Download the iStudy App for all syllabus and other updates.<\/a>
    \"Get<\/a><\/h4>\n

    Text Books:<\/h4>\n
      \n
    1. Vijay V Raghavan,Venkat N.Gudivada, VenuGovindaraju, C.R. Rao, Cognitive Computing: Theory and Applications: (Handbook of Statistics 35), Elsevier publications, 2016<\/li>\n
    2. Judith Hurwitz, Marcia Kaufman, Adrian Bowles, Cognitive Computing and Big Data Analytics, Wiley Publications, 2015<\/li>\n
    3. Robert A. Wilson, Frank C. Keil, \u201cThe MIT Encyclopedia of the Cognitive Sciences\u201d,The MIT Press, 1999.<\/li>\n
    4. Jose Luis Bermudez, Cognitive Science -An Introduction to the Science of the Mind, Cambridge University Press 2020<\/li>\n<\/ol>\n

      Reference Books:<\/h4>\n
        \n
      1. Noah D. Goodman, Andreas Stuhlmuller, \u201cThe Design and Implementation of Probabilistic Programming Languages\u201d, Electronic version of book, https:\/\/dippl.org\/.<\/li>\n
      2. Noah D. Goodman, Joshua B. Tenenbaum, The ProbMods Contributors, \u201cProbabilistic Models of Cognition\u201d, Second Edition, 2016, https:\/\/probmods.org\/.<\/li>\n<\/li>\n<\/ol>\n

        For detailed syllabus of all the other subjects of Computer Science & Business Systems 6th Sem, visit CS&BS 6th Sem subject syllabuses for 2021 regulation<\/a>. <\/p>\n

        For all Computer Science & Business Systems results, visit Anna University CS&BS all semester results<\/a> direct link. <\/p>\n","protected":false},"excerpt":{"rendered":"

        Cognitive Science detailed syllabus for Computer Science & Business Systems (CS&BS) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the CS&BS students. […]<\/p>\n","protected":false},"author":2297,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[146],"tags":[],"class_list":["post-55862","post","type-post","status-publish","format-standard","hentry","category-csbs"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/55862","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/users\/2297"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/comments?post=55862"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/55862\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=55862"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=55862"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=55862"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}