CSE 528 Papers

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Papers related to lecture topics will appear here. NEW! Emo Todorov's papers on optimal control theory: Paper 1 Paper 2 Paper 3 NEW! Concise overview of simple neuron models NEW! FitzHugh-Nagumo neuron model NEW! Bifurcation NEW! Adaptive Exponential Integrate-and-Fire Model NEW! Fitting a simple neuron model to data A Geometric Review of Linear Algebra Review of Eigenvector/Principal Component Analysis (PCA) Another review of PCA Quiroga et al. "Invariant visual representation by single neurons in the human brain" Simoncelli, Paninski, Pillow, Schwartz "Characterization of Neural Responses with Stochastic Stimuli" Arcas,Fairhall, Bialek "What can a single neuron compute" Izhikevich "Simple model of spiking neurons" Izhikevich "Which model to use for cortical spiking neurons?" Schneidman et al. "Weak pairwise correlations imply strongly correlated network states" Fairhall et al. "Selectivity for Multiple Stimulus Features in Retinal Ganglion Cells" Gold and Shadlen "The Neural Basis of Decision Making" Sanger's extension of Oja's rule for full PCA "Optimal Unsupervised Learning in a Single-Layer Linear Feedforward Neural Network"

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