CSCI1106 (2015)
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Schedule (tentative, can change)
| Date | Content | Reference | Assignment |
|---|---|---|---|
| Jan 7 | Overview | Chapter 1, slides 1 | |
| Jan 9 | Neuron1: Overview and synaptic transmission | 2.1, 2.2, slides 2 | |
| Jan 14 | MATLAB 1: General programming | Appendix E | |
| Jan16 | Basic Calculus | Appendix B | Assignment 1 |
| Jan 21 | MATLAB 2: ODE | Appendix E and B | |
| Jan 23 | Neuron 2: Axon and conductance-based compartmental models | 2.3,2.4 | Assignment 2 |
| Jan 28 | Spiking models | 3.1,3.2, slides 3 | |
| Jan 30 | Rate models | 3.3,3.4 | Assignment 3 |
| Feb 4 | Plasticity 1: associators and physiology | 4.1,4.2, slides 4 | |
| Feb 6 | Plasticity 2: Mathematical descriptions | 4.3,4.4 | Assignment 4 |
| Feb 11 | Networks 1: Background | 5.1,5.2, slides 5 | |
| Feb 13 | Network of Izhikevich neurons | 5.3 | Assignment 5 |
| Feb 25 | Multilayer Perceptron 1 | 6.1, 6.2, slides 6 | |
| Feb 27 | Multilayer Perceptron 2 | (6.3,6.4) or application | Assignment 6 Changed Date |
| March 4 | PPP (Phenomenal Perceptron Project) | ||
| March 6 | PPP (Phenomenal Perceptron Project) | ||
| March 11 | PPP (Phenomenal Perceptron Project) | ||
| March 12 | PPP (Phenomenal Perceptron Project) | ||
| March 18 | Self-Organizing Maps | 7.1,7.2 slides 7 (2014) | |
| March 20 | Attractor Networks | 8.1-8.2 slides 8 | Assignment 7 |
| March 25 | Reinforcement learning | 9.6 slides 9 | |
| March 27 | Reinforcement learning | 9.6 | Assignment 8 |
| April 1 | Cognitive Brain 1: Competitive dynamics and dynamic networks | 10.1,10.2, slides 10 | |
| April 3 | Cognitive Brain 2: The anticipating brain | 10.3,10.4 |
