Neuromorphic computation and intelligence on Jens Egholm Pedersen · Mar 23, 2026
Interactive exercise: Build a spiking neuron
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This is a companion exercise for the guest lecture on Brain-Inspired Computing with Spiking Neural Networks in 27020 Bioengineering. Leaky Integrate-and-Fire Neuron A LIF neuron integrates incoming current and fires a spike when its membrane voltage crosses a threshold. Between spikes, the voltage leaks back towards rest — just like a biological neuron. The continuous-time equation for a LIF…
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