Ensure people understand the following simple set of rules of brainstorming before they start:
- Defer judgment
 - Go for volume
 - Stay focused/on topic
 - Capture every idea
 - Don’t challenge/critique
 - Build on the ideas of others
 - Encourage humour
 
The acid test: If you have no silly ideas in your list, then at least one of these rules is being broken
Track your progress to ensure the efficacy of this strategy.