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S.Santhosh (Admin)
Important questions
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** Most important question
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UNIT I
1. Logic and the Sciences of the Mind., Place of Psychology within Cognitive Science **
2. Sclence of Information Processing ,Cognitive Neuroscience
3.Decision, Learning and Memory ,Language Understanding and Processing.**
Unit II
1. Artificial Intelligence ,Architectures of Cognition
2.Knowledge Based Systems,Logical Representation and Reasoning
3. Logical Decision Making ,Learning
UNIT III
1. Syntax, Using Javascript Libraries , Manipulating probability types and distributions
2. Finding Inference, Exploring random computation, Functions that receive continuations
** Most important question
Don't share as screenshot -Stuff sector
UNIT I
1. Logic and the Sciences of the Mind., Place of Psychology within Cognitive Science **
2. Sclence of Information Processing ,Cognitive Neuroscience
3.Decision, Learning and Memory ,Language Understanding and Processing.**
Unit II
1. Artificial Intelligence ,Architectures of Cognition
2.Knowledge Based Systems,Logical Representation and Reasoning
3. Logical Decision Making ,Learning
UNIT III
1. Syntax, Using Javascript Libraries , Manipulating probability types and distributions
2. Finding Inference, Exploring random computation, Functions that receive continuations
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UNIT IV
1. Causal and statistical dependence Conditional dependence
2.Data Analysis , Algorithms for Inference.
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UNIT V
1.Learning with a Language of Thought
2. Hierarchical Models- Learning (Deep) Continuous Functions
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**Very important questions are bolded and may be asked based on this topic
PART-C
1.Compulsory Questions {a case study where the student will have to read and analyse the subject }mostly asked from unit 2, 5(OR) a situation given and you have to answer on your own
**Very important questions are bolded and may be asked based on this topic
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*These questions are expected for the exams This may or may not be asked for exams All the best.... from admin Santhosh
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UNIT I PHILOSOPHY, PSYCHOLOGY AND NEUROSCIENCE
Philosophy: Mental-physical Relation - From Materialism to Mental Science - Logic and the Sciences of the Mind - Psychology: Place of Psychology within Cognitive Science - Sclence of Information Processing -Cognitive Neuroscience - Perception - Decision - Learning and Memory - Language Understanding and Processing.
UNIT II COMPUTATIONAL INTELLIGENCE
Machines and Cognition - Artificial Intelligence - Architectures of Cognition - Knowledge Based Systems - Logical Representation and Reasoning - Logical Decision Making -Learning - Language - Vislon.
UNIT III PROBABILISTIC PROGRAMMING LANGUAGE
WebPPL Language - Syntax - Using Javascript Libraries - Manipulating probability types and distributions - Finding Inference - Exploring random computation - Coroutines: Functions that receive continuations -Enumeration
UNIT IV INFERENCE MODELS OF COGNITION
Generative Models - Conditioning - Causal and statistical dependence Conditional dependence - Data Analysis - Algorithms for Inference.
UNIT V LEARNING MODELS OF COGNITION
Learning as Conditional Inference - Learning with a Language of Thought - Hierarchical Models- Learning (Deep) Continuous Functions - Mixture Models.