Information processing in a neuron ensemble with the multiplicative correlation structure

DOI10.1016/J.NEUNET.2003.10.003zbMath1044.92003OpenAlexW2111471169WikidataQ79809399 ScholiaQ79809399MaRDI QIDQ1877566

Si Wu, Hiroyuki Nakahara, Shun-ichi Amari

Publication date: 19 August 2004

Published in: Neural Networks (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.neunet.2003.10.003

zbMATH Keywords

correlationFisher informationMaximum likelihoodInformation processingMultiplicativeAsymptotic efficiencyPopulation codeCenter of massNeural field

Mathematics Subject Classification ID

Neural biology (92C20) Neural networks for/in biological studies, artificial life and related topics (92B20)

Related Items (8)

Statistical modelling of higher-order correlations in pools of neural activity ⋮ Population Coding with Motion Energy Filters: The Impact of Correlations ⋮ Optimal Signal Estimation in Neuronal Models ⋮ Difficulty of Singularity in Population Coding ⋮ Implications of Neuronal Diversity on Population Coding ⋮ Optimum signal in a simple neuronal model with signal-dependent noise ⋮ Temporal Coding of Time-Varying Stimuli ⋮ Dynamics and Computation of Continuous Attractors

Cites Work

• Dynamics of pattern formation in lateral-inhibition type neural fields
• Asymptotic behaviors of population codes
• Vector reconstruction from firing rates
• Population Coding with Correlation and an Unfaithful Model
• Representational Accuracy of Stochastic Neural Populations
• Attention Modulation of Neural Tuning Through Peak and Base Rate
• Population Coding and Decoding in a Neural Field: A Computational Study

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