CAREER: Building interpretable models of neural population activity through view-invariant representation learning and alignment

What happens in the brain when we move our hand to touch a glass of water, listen to the sound of rustling leaves, or play a game of chess? In most of our experiences, perception and sensation are orchestrated through the activity of large-scale circuits of neurons distributed throughout the brain. While new advances in neural recording have…