- 1- Course Overview and Ionic Currents
- 2- Resistor Capacitor Circuit and Nerst Potential
- 3- Resistor Capacitor Neruon Model
- 4- Hodgkin-Huxley Model Part 1
- 5- Hodgkin-Huxley Model Part 2
- 6- Dendrites
- 7- Synapses
- 8- Spike Trains
- 9- Receptive Fields
- 10- Time Series
- 11- Spectral Analysis Part 1
- 12- Spectral Analysis Part 2
- 13- Spectral Analysis Part 3
- 14- Rate Models and Perceptrons
- 15- Matrix Operations
- 16- Basic Sets
- 17- Principal Components Analysis_
- 18- Recurrent Networks
- 19- Neural Integrators
- 20- Hopfield Networks
MIT《神经计算导论》课程
