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Supervised learning in spiking neural networks with FORCE training (Nicola & Clopath 2017)
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The code contained in the zip file runs FORCE training for various examples from the paper: Figure 2 (Oscillators and Chaotic Attractor) Figure 3 (Ode to Joy) Figure 4 (Song Bird Example) Figure 5 (Movie Example) Supplementary Figures 10-12 (Classifier) Supplementary Ode to Joy Example Supplementary Figure 2 (Oscillator Panel) Supplementary Figure 17 (Long Ode to Joy) Note that due to file size limitations, the supervisors for Figures 4/5 are not included. See Nicola, W., & Clopath, C. (2016). Supervised Learning in Spiking Neural Networks with FORCE Training. arXiv preprint arXiv:1609.02545. for further details.
Nicola W, Clopath C (2016) Supervised Learning in Spiking Neural Networks with FORCE Training
arXiv preprint arXiv:1609.02545.
Nicola W, Clopath C (2017) Supervised learning in spiking neural networks with FORCE training
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Abstract Izhikevich neuron;
Abstract theta neuron;
Abstract integrate-and-fire leaky neuron;
Nicola, Wilten [wnicola at uwaterloo.ca];
CODE FOR FIGURE 3 (ODE TO JOY)
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