6.3. Neuromorphic Hardware Accelerators

Try these first

1. 1.

   What is a neuromorphic hardware accelerator?

   Hint

   Think about how they relate to the brain.

2. 2.

   Name one key feature of the TrueNorth chip.

   Hint

   Consider its architecture.

3. 3.

   What type of architecture does the IBM TrueNorth chip utilize?

   • Sequential
   • Parallel
   • Distributed

   Hint

   Think about how the brain processes information.

4. 4.

   True or False: Loihi chip is designed for real-time learning.

   • True
   • False

   Hint

   Recall the characteristics of Loihi.

5. 5.

   Evaluate the roles of energy efficiency and real-time learning in the application of neuromorphic chips in autonomous vehicles.

   Hint

   Consider how these qualities affect vehicle performance.

6. 6.

   Design a hypothetical neuromorphic chip for a specific application, detailing its neuron configuration and use case.

   Hint

   Think of the needs for adaptability and efficiency in your design.