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Solving engineering problems with neuro-inspired computation
1. Computing with neurons
Spiking neural networks
Contemporary neuron simulators
Project 1: Manual neural control
2. Learning in neural systems
Learning in neural networks
Supervised learning
Project 2: Predict digits from audio
3. Event-based sensing
Working with AER
Time surfaces
Project 3: Predict digits with time surfaces
4. Neuromorphic hardware
Spiking Convolutional Neural Network in Speck
Project 4: Classification task in Speck
5. Neuromorphic robots
Course project
Further reading material
Repository
Open issue
Index
