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Steve Oney
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Neuromorphic Tutorials: Spiking Neural Networks (SNNs) from Scratch
Edited
Jul 10, 2024
Neuromorphic Tutorials: Spiking Neural Networks (SNNs) from Scratch
IntroductionBasic Neuron ModelsModeling LIF NeuronsTuning CurvesConnecting with Synapses and Post-Synaptic Potentials (PSPs)Information Transfer and Decoders
Translating Data to Spikes
Learning through Spike-Timing Dependent Plasticity (STDP)Adaptive LIF NeuronsModel Scaling (Optional)Research Replication: Unsupervised Learning of Digit Recognition Using STDP (Part 1)Research Replication: Unsupervised Learning of Digit Recognition Using STDP (Part 2)
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viewof v_min1 = Inputs.range([-10, -1], {value: -5, step: 0.01, label: "v_min"})
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