I'm glad you raised this.
- Neuroscience is the term that I hear more people use.
- Google returns 10 million results for neuroscience and and 2 million for neurobiology.
- Neuroscience sounds closer to cognitive science to me; whereas neurobiology suggests asounds closer proximity to to biology to me.
If others agree by either upvoting this answer or offerring supporting comments, or other supporting answers, we could:
- edit a few of the neurobiology tags to neuroscience
- create a tag synonym between the two terms