2.6. Future Trends and Directions in AI Hardware

Try these first

1. 1.

   What does neuromorphic computing aim to replicate?

   Hint

   Think about the structure of the brain.

2. 2.

   Why is edge AI beneficial for decision-making?

   Hint

   Consider how data travel affects speed.

3. 3.

   What does neuromorphic computing aim to achieve?

   • A. Mimic human brain processes
   • B. Speed up classical computing
   • C. Enhance graphic rendering

   Hint

   Remember which technology is designed to imitate the brain.

4. 4.

   True or False: Quantum computing is fully developed and widely used today.

   • True
   • False

   Hint

   Consider the current state of technology.

5. 5.

   Design a theoretical AI system that integrates quantum computing and edge AI. Describe its potential applications and advantages.

   Hint

   Think about how both technologies can enhance efficiency.

6. 6.

   Critically examine the challenges of integrating neuromorphic computing into existing AI infrastructure.

   Hint

   Consider the existing infrastructure and transition processes.