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Tutorial on Neural Systems Modeling

Thomas J. Anastasio

Student File Downloads

The files linked below are MATLAB^® program files that correspond to each of the MATLAB boxes in the textbook. Click a filename to download the file. (You may need to right-click the filename and choose “Save Link As” or “Save Target As”.)

Instructor exercises can be found here. (Login required) (If you are an instructor who has adopted this textbook for your course, and would like access to the instructor files, please contact Linda VandenDolder.)

All files

• All Files (ZIP) - Anastasio_Student_mfiles.zip

Chapter 1

• MATLAB Box 1.1 - habituationGWR.m
• MATLAB Box 1.2 - oneUnitWithPosFB.m
• MATLAB Box 1.3 - BigMess.m

Chapter 2

• MATLAB Box 2.1 - twoLeakSeries.m
• MATLAB Box 2.2 - velocityStoreLeak.m
• MATLAB Box 2.3 - twoUnitIntegrator.m
• MATLAB Box 2.4 - WilsonCPG.m

Chapter 3

• MATLAB Box 3.1 - shiftLam.m
• MATLAB Box 3.2 - gaussPro.m
• MATLAB Box 3.3 - winnersTakeAll.m

Chapter 4

• MATLAB Box 4.1 - autoConnectivity.m
• MATLAB Box 4.2 - synchUp.m
• MATLAB Box 4.3 - AsynchUp.m
• MATLAB Box 4.4 - AsimConnectivity.m

Chapter 5

• MATLAB Box 5.1 - KohonenSOM.m
• MATLAB Box 5.2 - SOMoutImage.m
• MATLAB Box 5.3 - tonotopicSOM.m

Chapter 6

• MATLAB Box 6.1 - HebbPatAssoc.m
• MATLAB Box 6.2 - deltaRuleTrain.m
• MATLAB Box 6.3 - backPropTrain.m

Chapter 7

• MATLAB Box 7.1 - pertGradientOneByOne.m
• MATLAB Box 7.2 - pertGradientParallel.m
• MATLAB Box 7.3 - pertDirectedDrift.m
• MATLAB Box 7.4 - pertDistributedRep.m
• MATLAB Box 7.5 - avoidanceLearn.m
• MATLAB Box 7.6 - avoidanceLearnCall.m

Chapter 8

• MATLAB Box 8.1 - info2by2.m
• MATLAB Box 8.2 - infoCOMP.m
• MATLAB Box 8.3 - infoMax2by2.m
• MATLAB Box 8.4 - competitive2by2.m
• MATLAB Box 8.5 - infoSOMbackground.m
• MATLAB Box 8.6 - info1byN.m

Chapter 9

• MATLAB Box 9.1 - classifyFishBackProp.m
• MATLAB Box 9.2 - classifyFishBayesRule.m
• MATLAB Box 9.3 - unisensoryBayesRule.m
• MATLAB Box 9.4 - unisensoryDeltaRule.m
• MATLAB Box 9.5 - bisensoryBayesRule.m
• MATLAB Box 9.6 - bisensoryDeltaRule.m

Chapter 10

• MATLAB Box 10.1 - rbpTwoUnitIntegrator.m
• MATLAB Box 10.2 - rbpVelocityStorageLinear.m
• MATLAB Box 10.3 - rbpVelocityStorageNonlinear.m
• MATLAB Box 10.4 - rbpShortTermMemTrain.m
• MATLAB Box 10.5 - rbpShortTermMemTest.m

Chapter 11

• MATLAB Box 11.1 - gridWorldSetUp.m
• MATLAB Box 11.2 - iterativeDynamicProg.m
• MATLAB Box 11.3 - leastMeanSquares.m
• MATLAB Box 11.4 - temporalDifference.m
• MATLAB Box 11.5 - midbrainDopamine.m

Chapter 12

• MATLAB Box 12.1 - runningAverage.m
• MATLAB Box 12.2 - directionSelectivity.m
• MATLAB Box 12.3 - BUTDjointDistribution.m
• MATLAB Box 12.4 - BUTDprobInference.m
• MATLAB Box 12.5 - predictCorrectSetUp.m
• MATLAB Box 12.6 - pbnPredictCorrect.m
• MATLAB Box 12.7 - pbnDeltaRule.m

Chapter 13

• MATLAB Box 13.1 - gaMinimum.m
• MATLAB Box 13.2 - gaHidden.m
• MATLAB Box 13.3 - backPropTrainFORga.m
• MATLAB Box 13.4 - gaOpfield.m
• MATLAB Box 13.5 - gaBubble.m

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