10.2. Emerging Trends in AI Circuit Design

Try these first

1. 1.

   What is neuromorphic computing?

   Hint

   Think about how our brain works.

2. 2.

   What does AI on the Edge mean?

   Hint

   Consider where processing happens in edge AI.

3. 3.

   What technology is used to mimic biological neural processing?

   • Quantum circuits
   • Spiking Neural Networks
   • Edge TPUs

   Hint

   Consider what 'spiking' means in terms of neuron behavior.

4. 4.

   Is quantum computing capable of solving problems faster than classical computers?

   • True
   • False

   Hint

   Think about the abilities of qubits.

5. 5.

   Evaluate the feasibility of implementing quantum machine learning in current AI applications. What are the potential impacts?

   Hint

   Think about existing quantum computers and what applications could benefit most.

6. 6.

   Design a hypothetical edge AI system for facial recognition in a smart security system. Which components would you prioritize and why?

   Hint

   Consider the limitations of cloud computing for real-time applications.