Computational Psychology

강의상세

계산의 개념이 인식의 이해에 매우 중요하다는 주제들 기저로 이미 밝혀진 교과서의 주제들을 기존의 방식과는 전혀 다른 관점에서 설명함.

Introduction

1.		Introduction
2.		Representaion, forethought, cognition
3.		The Bayesian framework; classification, regression, and casuality
4.		Neural Computation; units, circuits, and learning
5.		The Marr-Poggio program
6.		Measurement and Constancies
7.		Learning from experience and generalization
8.		Veridicality and beauty
9.		Simple and Episodic Memory
10.		Conceptual Memory
11.		Sequence memory
12.		Social memory and simulation, Memetics
13.		The structure of Language and its Acquisition
14.		Language Processing
15.		Language Processing continued
16.		Problem solving and reasoning
17.		Heuristics
18.		Decision making and neuroeconomics
19.		Intelligence and creativity