Sparse functional identification of complex cells from spike times and the decoding of visual stimuli

DOI10.1186/S13408-017-0057-1zbMath1395.92042arXiv1706.05783OpenAlexW2790815247WikidataQ47559025 ScholiaQ47559025MaRDI QIDQ723690

Nikul H. Ukani, Yiyin Zhou, Aurel A. Lazar

Publication date: 24 July 2018

Published in: The Journal of Mathematical Neuroscience (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1706.05783

zbMATH Keywords

complex cellsdendritic stimulus processorsduality between decoding and functional identificationencoding of visual stimuliquadratic receptive fieldssparse functional identificationsparse neural decoding

Mathematics Subject Classification ID

Neural biology (92C20)

Related Items (1)

Sparse identification of contrast gain control in the fruit fly photoreceptor and amacrine cell layer

Uses Software

• SDPT3
• PhaseLift

Cites Work

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• Solving semidefinite-quadratic-linear programs using SDPT3
• Spiking neural circuits with dendritic stimulus processors. Encoding, decoding, and identification in reproducing kernel Hilbert spaces
• Exact matrix completion via convex optimization
• PhaseLift: Exact and Stable Signal Recovery from Magnitude Measurements via Convex Programming
• Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
• Population Encoding With Hodgkin–Huxley Neurons
• Low-rank matrix completion using alternating minimization
• Phase Retrieval via Matrix Completion

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