| Description |
1 online resource |
| Contents |
COMPUTATIONAL NEUROSCIENCE AND COGNITIVE MODELLING COVER -- COMPUTATIONAL NEUROSCIENCE AND COGNITIVE MODELLING -- CONTENTS -- PREFACE -- CHAPTER 1: AN INTRODUCTION TO THE IDEAS AND SCOPE OF COMPUTATIONAL METHODS IN PSYCHOLOGY -- PART I: MODELLING NEURONS -- CHAPTER 2: WHAT IS A DIFFERENTIAL EQUATION? -- CHAPTER 3: NUMERICAL APPLICATION OF A DIFFERENTIAL EQUATION -- CHAPTER 4: INTERMEZZO: COMPUTING WITH LOOPS -- CHAPTER 5: FROM ACTION POTENTIALS TO PROGRAMMING NEURONS: INTEGRATE AND FIRE -- CHAPTER 6: INTERMEZZO: COMPUTING WITH IF STATEMENTS -- CHAPTER 7: HODGKIN AND HUXLEY: THE MEN AND THEIR MODEL -- CHAPTER 8: INTERMEZZO: COMPUTING WITH FUNCTIONS -- PART II: NEURAL NETWORKS -- CHAPTER 9: NEURAL NETWORK MATHEMATICS: VECTORS AND MATRICES -- CHAPTER 10: INTERMEZZO: INTERACTIVE COMPUTING -- CHAPTER 11: AN INTRODUCTION TO NEURAL NETWORKS -- CHAPTER 12: INTERMEZZO: INTERACTIVE EXPLORATION OF THE DELTA RULE WITH OCTAVE -- CHAPTER 13: AUTO-ASSOCIATIVE MEMORY AND THE HOPFIELD NET -- PART III: PROBABILITY AND PSYCHOLOGICAL MODELS -- CHAPTER 14: WHAT ARE THE ODDS? -- CHAPTER 15: DECISIONS AS RANDOM WALKS -- CHAPTER 16: INTERMEZZO: PROGRAMMING PSYCHOPHYSICAL EXPERIMENTS WITH PYTHON -- PART IV: COGNITIVE MODELLING AS LOGIC AND RULES -- CHAPTER 17: BOOLEAN LOGIC -- CHAPTER 18: INTERMEZZO: COMPUTING WITH FUNCTIONAL LANGUAGES -- CHAPTER 19: PRODUCTION RULES AND COGNITION -- CHAPTER 20: INTERMEZZO: FUNCTIONAL CODING OF A SIMPLE PRODUCTION SYSTEM -- CHAPTER 21: ACT-R: A COGNITIVE ARCHITECTURE -- CHAPTER 22: AGENT-BASED MODELLING -- CHAPTER 23: CONCLUDING REMARKS -- NOTES -- REFERENCES -- INDEX |
| Summary |
This unique, self-contained and accessible textbook provides an introduction to computational modelling in psychology and neuroscience accessible to students with little or no background in computing or mathematics |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Computational Biology
|
|
Neurosciences -- methods
|
|
Cognition
|
|
Models, Neurological
|
|
Cognitive psychology -- Mathematical models
|
|
Computational neuroscience
|
| Form |
Electronic book
|
| LC no. |
2013940255 |
| ISBN |
1306323355 |
|
1446249298 |
|
1446249301 |
|
1446288064 |
|
1446297365 |
|
1446297373 |
|
152648580X |
|
9781306323352 |
|
9781446249291 |
|
9781446249307 |
|
9781446288061 |
|
9781446297360 |
|
9781446297377 |
|
9781526485809 |
|
