6.2. Principles of Neuromorphic Computing

Try these first

1. 1.

   What does SNN stand for?

   Hint

   Think about the communication method used in neuromorphic systems.

2. 2.

   What does STDP adjust based on?

   Hint

   Consider how learning occurs in relation to spike signals.

3. 3.

   What does SNN stand for?

   • Spiking Neural Networks
   • Sensory Neuron Networks
   • Static Neural Networks

   Hint

   Think about how the system communicates.

4. 4.

   STDP adjusts synaptic strength based on what?

   • True
   • False

   Hint

   Reflect on the relationship between spike timing.

5. 5.

   How might SNNs improve your smartphone's capability to understand voice commands in noisy environments?

   Hint

   Consider the benefit of handling multiple stimuli simultaneously.

6. 6.

   Design a simple spiking neural network to recognize speech patterns. Explain how STDP would enhance the learning process.

   Hint

   Think about how learning from past experiences is applicable to this design.