How does matter think?

So how does someone who gets interested in human and machine vision (AI) end up working with hardware? I'm fascinated by, "How does matter think?" and this has led to studying neuroscience and electronic circuit design. How do (neural, electrical) circuits compute? What is computation? What is thought?