## Surya Ganguli, Neural Dynamics and Computation Lab, Stanford University, California

# Complex Neural Dynamics and High-Dimensional Data Analysis (7.5h)

### 1. Dynamic mean-field theory of neural networks.

### 2. Chaos and correlations in high dimensional neural dynamics.

### 3. Theory of Fisher information in correlated neural populations.

### 4. Random matrix theory in high-dimensional statistics.

### 5. Information in the brain: from random matrices to the accuracy of perception.