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11/12/2021
Solving A System Of Linear Equations By Randomized Orthogonal Projections
Randomization has shown catalyzing effects in linear algebra with promis...
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05/12/2020
Spike-Triggered Descent
The characterization of neural responses to sensory stimuli is a central...
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07/09/2019
A Bayesian Approach for Analyzing Data on the Stiefel Manifold
Directional data emerges in a wide array of applications, ranging from a...
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05/31/2019
Signal Coding and Perfect Reconstruction using Spike Trains
In many animal sensory pathways, the transformation from external stimul...
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04/11/2018
Multi-Scale Generalized Plane Match for Optical Flow
Despite recent advances, estimating optical flow remains a challenging p...
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08/08/2017
Learning Feedforward and Recurrent Deterministic Spiking Neuron Network Feedback Controllers
We consider the problem of feedback control when the controller is const...
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02/28/2015
Sensitivity Analysis for additive STDP rule
Spike Timing Dependent Plasticity (STDP) is a Hebbian like synaptic lear...
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12/13/2014
Learning Precise Spike Train to Spike Train Transformations in Multilayer Feedforward Neuronal Networks
We derive a synaptic weight update rule for learning temporally precise ...
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08/08/2011