Essays about: "Spike-Timing Dependent Plasticity"
Found 3 essays containing the words Spike-Timing Dependent Plasticity.
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1. Adversarial robustness of STDP-trained spiking neural networks
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Adversarial attacks on machine learning models are designed to elicit the wrong behavior from the model. One such attack on image classifiers are maliciously crafted inputs that, to the human eye, look untampered with but have been carefully altered to cause misclassification. READ MORE
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2. Exploring Column Update Elimination Optimization for Spike-Timing-Dependent Plasticity Learning Rule
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Hebbian learning based neural network learning rules when implemented on hardware, store their synaptic weights in the form of a two-dimensional matrix. The storage of synaptic weights demands large memory bandwidth and storage. READ MORE
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3. Artificial Life, A Model
University essay from Mälardalens högskola/Akademin för innovation, design och teknikAbstract : The model of this thesis simulates a simple artificial eco-system in which evolving and learning agents try to survive by consuming balls of energy and surviving attacks by other agents. The study finds that the model indeed manages to evolve surviving, and in some cases very aggressive, agents. READ MORE