Erwin Sitompul

Homeworks:  Hardcopy submitted in class and softcopy sent to my email address before the class begin.

Files: m-files and mdl-files cannot be uploaded, so the extensions are replaced to .doc. To use the files, download the files and rename the extensions to .m or .mdl

Part 1: Neural Networks

Lecture 1:
Introduction
uploaded   13.09.2011   (22.09.2010)

Lecture 2:
Learning Processes, Single Layer Perceptrons
uploaded   20.09.2011   (28.09.2010)
NNFL_HW1.m             
NNFL_HW1.xlsx

Lecture 3:
Single Layer Perceptrons, Multi Layer Perceptrons
uploaded   27.09.2011   (05.10.2010)
NNFL_HW2A.m
NNFL_HW2B.m

Lecture 4:
Multi Layer Perceptrons (MLP)
uploaded   04.10.2011   (13.10.2010)
NNFL_HW3.m
NNFL_HW3_with_bias.m
NNFL_HW3_with_bias_test.m
NNFL_HW3_with_bias_weighted_momentum.m

Lecture 5:
Learning with Momentum, MLP for System Modeling
uploaded   11.10.2011   (20.10.2010)
NNFL_SingleTank_221.m
NNFL_HW4_SingleTank_441.m

Solutions:
Quiz 1, No.1    Quiz 1, No.2
NNFL_Mid_N1.m   NNFL_Mid_N2.m

Part 2: Fuzzy Logic

Lecture 6:
Introduction
uploaded   01.11.2011   (11.11.2010)

Lecture 7:
Fuzzy Set Operations, Fuzzy Logic Operators
uploaded   08.11.2011   (22.11.2010)

Lecture 8:
Fuzzy Control – Rules and Inference
uploaded   15.11.2011   (22.11.2010)

Lecture 9:
Fuzzy Logic Toolbox in Matlab
uploaded   22.11.2011   (23.11.2010)
NNFL_HW_6_Driving_a_Car.fis
Fuzzy Toolbox Manual

Lecture 10:
Fuzzy Logic Control in Simulink
uploaded   01.12.2011   (02.12.2010)
NNFL_Single_Tank_3R.mdl   STFC_3.fis
NNFL_Single_Tank_5R.mdl   STFC_5.fis

Lecture 11:
Linear Fuzzy-PID Control
uploaded   07.12.2011   (13.12.2010)
NNFL_Single_Tank_5RE.mdl   STFC_5E.fis