|
Wk |
Date |
Subject |
Reading |
Homework |
|
1 |
|
Introduction |
|
|
|
March 29 |
Class and lab organization
Questions about neural
networks
NN
toolbox
|
Neural
Networks
|
Presentation
papers
|
|
|
TokyoLectures.org
backup link to
Tokyo
Lecture1 slides lecture1
|
Introduction
to Neural Networks
|
A SOLAR
application example
|
|
2 |
Apr 5 |
USC CS 564
Brain Theory and Artificial Intelligence
Tokyo
Lecture2 slides lecture2
|
Bio
Inspired Computing
|
Read [2] pp. 3-12
|
|
|
Comparative mammalian
brain collection
|
Bio
Inspired Architectures
|
Resources:
|
|
|
Object
Recognition
|
|
Read [2] pp. 82-99
|
|
3 |
Apr 12
|
Tokyo
Lecture3 slides lecture3
|
Matlab
SOLAR_C Discussion
SOLAR_C
Organization |
Read [1] pp. 40-64
|
|
|
Support Vector Machines
|
SOLAR_C
Organization Detail
Support
Vector Machines
|
Read [2] pp. 111-127
Read [1] pp. 65-84
SOLAR_C
Help File
|
|
|
Associative Memories
|
Associative
memories - the Hopfield net
|
SOLAR_A Presentation
Lily Li
|
|
4 |
Apr 19
|
Tokyo
Lecture4 slides lecture4
|
Hopfield
Networks
|
Read [1] pp.106-176
|
|
|
Glimcher
- Decision Making lecture (1 hour)
|
Competition
and self-organisation: Kohonen nets
|
SOLAR_V
Presentation Yinyin Liu
|
|
|
Kohonnen Self-organized maps
|
Kohonen
nets
|
Read
book chapter Statistical Learning
|
|
5 |
Apr 26
|
Tokyo
Lecture5 slides lecture5
|
|
Read [2] pp. 299-325
|
|
|
|
Intelligence
without representation
|
Read
paper Intelligence without reason
|
|
|
|
|
|
|
6 |
May 3
|
Tokyo
Lecture6 slides
lecture6
|
|
Read
paper The big issues
|
|
|
Brain
Development
|
|
|
|
|
Brain
Structures
|
|
|
|
7 |
May 10
|
Tokyo
Lecture7 slides lecture7
|
Nonlinear
Dimensionality Reduction
|
Link
to dll files for SOLAR_V
|
|
|
|
|
Link to dll files for SOLAR_A
|
|
|
Artificial
Brain Organization
|
|
Paper presentation
Lily Li -
Rutao Luo -
Huanlin Li -
|
|
8 |
May 17
|
Tokyo
Lecture8 slides
lecture8
|
Perception
|
|
|
|
|
|
Paper presentation
Yi Luo -
James Fonseca -
James Graham -
|
|
|
|
|
Paper presentation
Yinyin Liu -
Haibo He -
Yiali Xiong
-
|
|
9 |
May 24 |
Tokyo
Lecture9
|
Neurons
and sensing
|
|
|
May 26
|
No
class Project presentation of
undergraduate projects
in r. 103
- please attend
|
|
|
|
10 |
May 31 |
Classroom
Presentations |
Building
an Artificial Brain
|
Project presentations:
Rutao Luo,
Huanlin Li, Yi Luo, James Fonseca,
James Graham, Haibo He , Yiali Xiong
|
|
|
Tokyo
Lecture10
|
|
Please return your SOLAR simulation results with
comparisoon to reference work based results found in
literature
|
|
June 2 |
Final Projects Due
Please return simulation results, Matlab code (with main procedure),
research presentation slides, and a brief report on SOLAR testing with a
selected data base
NO FINAL EXAM |
Sensorimotor
Contingiencies
|
Reading
on Machine learning
|