Week |
Date |
Day |
Topics |
Reading |
Homework
Due |
1 |
Jan 10 |
W |
1. Introduction. |
|
|
|
Jan 12 |
F |
|
1 |
|
2 |
Jan 15 |
M |
MLK Holiday |
|
|
|
Jan 17 |
W |
2. Neurons. A. Integration. |
2.1–2.3 |
RR1 |
|
Jan 19 |
F |
B. Mathematical formulation. |
2.4–2.6 |
|
3 |
Jan 22 |
M |
3. Networks. A. Biology of neocortex. |
3.1 |
RR2 |
|
Jan 24 |
W |
B. Dynamics & attractors. |
3.2 |
HW2 |
|
Jan 26 |
F |
C. Inhib. competition & activity
regulation. |
3.3–3.4 |
RR3 |
4 |
Jan 29 |
M |
4. Learning Mechanisms. A. Plasticity. |
4.1 |
HW3 |
|
Jan 31 |
W |
B. XCAL model & BCM. |
4.2.1–4.2.2 |
|
|
Feb 02 |
F |
C. Error-driven learning. |
4.2.3–4.2.4 |
RR4 |
5 |
Feb 05 |
M |
D. What drives learning? |
4.3 |
|
|
Feb 07 |
W |
E. Leabra framework |
4.4 |
|
|
Feb 09 |
F |
5. Brain Areas. |
5 |
HW4 |
6 |
Feb 12 |
M |
6. Perception & Attention. A. Biology. |
6.1 |
RR5 |
|
Feb 14 |
W |
B. Primary visual cortex. |
6.2 |
|
|
Feb 16 |
F |
travel |
|
|
7 |
Feb 19 |
M |
|
|
|
Feb 21 |
W |
C. Object recognition |
6.3 |
RR6 |
|
Feb 23 |
F |
D. Attention & “how” pathway. |
6.4 |
|
8 |
Feb 26 |
M |
7. Motor Control. A. Selection & reinf. |
7.1 |
HW6 |
|
Feb 28 |
W |
B. TD reinforcement learning. |
7.2.1–7.2.2 |
|
|
Mar 02 |
F |
C. PVLV model. |
7.2.3 |
RR7 |
9 |
Mar 05 |
M |
D. Cerebellum & error-driven learning. |
7.3 |
|
|
Mar 07 |
W |
8. Learning & Memory. A. Episodic mem. |
8.1.1 |
HW7 |
|
Mar 09 |
F |
B. Hippocampus & pattern separation. |
8.1.2 |
|
|
Mar 12 |
M |
|
|
|
|
Mar 14 |
W |
Spring Break |
|
|
|
Mar 16 |
F |
|
|
|
10 |
Mar 19 |
M |
C. Complementary learning systems. |
8.1.3–8.1.8 |
RR8 |
|
Mar 21 |
W |
D. Recognition & priming. |
8.2–8.3 |
|
|
Mar 23 |
F |
9. Language. Intro.: Language and thought. |
|
|
11 |
Mar 26 |
M |
|
|
|
|
Mar 28 |
W |
A. Biology & triangle model. |
9.2–9.2 |
HW8 |
|
Mar 30 |
F |
B. Spelling to sound mapping. |
9.3 |
|
12 |
Apr 02 |
M |
|
|
|
|
Apr 04 |
W |
C. Latent semantics. |
9.4 |
RR9 |
|
Apr 06 |
F |
D. Syntax & semantics. |
9.5 |
|
13 |
Apr 09 |
M |
10. Executive Function. A. Biology. |
10.1 |
|
|
Apr 11 |
W |
B. PBWM model. |
10.2 |
HW9 |
|
Apr 13 |
F |
Spring Recess |
|
|
14 |
Apr 16 |
M |
C. Top-down control |
10.3–10.6 |
|
|
Apr 18 |
W |
D. Hierarchical control. |
10.7-10.11 |
RR10 |
|
Apr 20 |
F |
student presentations |
|
|
15 |
Apr 23 |
M |
student presentations |
|
HW10 |
|
Apr 25 |
W |
student presentations |
|
|
|
Apr 27 |
F |
student presentations |
|
|