We study spatiotemporal patterns of neuronal activity that are generated in the brain. This collective neuronal firing not only underlies thought and memory, but also is essential to our understanding of neurological disease. We develop advanced optical techniques for recording neuronal activity in a variety of experimental models to understand how network firing codes for information, is shaped through learning, and becomes altered in diseases of the nervous system.