9.2. Application of AI Circuit Design Principles in Practical Circuits

Try these first

1. 1.

   What is the primary function of a GPU in AI applications?

   Hint

   Think of graphics processing needs.

2. 2.

   Name one advantage of using FPGAs for AI tasks.

   Hint

   Custom hardware!

3. 3.

   Which of the following is NOT a benefit of using GPUs for AI tasks?

   • High parallel processing
   • Low power consumption
   • Fast computations

   Hint

   Think about performance vs. power.

4. 4.

   True or False: TPUs are designed specifically for general-purpose computation.

   • True
   • False

   Hint

   Consider their specific use case.

5. 5.

   Design an AI circuit for a self-driving car. Discuss the hardware selections necessary and justify your choices based on power efficiency and performance requirements.

   Hint

   Consider the functions each hardware type serves.

6. 6.

   Evaluate the impact of using low-power devices in an AI deployment scenario. How would this affect the overall design of the AI system?

   Hint

   Think about the trade-offs between power and performance.