Arunava Banerjee

Employment

• University of Florida Assoc. Professor
  2003 - Present

Education

• Rutgers University New Brunswick PhD
  1991 - 2001

Projects & Funding

Projects & funding information is unavailable.

Publications (26)

• Robust Online Reconstruction of Continuous-Time Signals From a Lean Spike Train Ensemble Code
  IEEE Transactions on Signal Processing 2025 DOI: 10.1109/tsp.2025.3569798
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• Applying machine learning to predict viral assembly for adeno-associated virus capsid libraries.
  Molecular therapy. Methods & clinical development 2020 DOI: 10.1016/j.omtm.2020.11.017
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• Conjugate Priors and Posterior Inference for the Matrix Langevin Distribution on the Stiefel Manifold
  Bayesian Analysis 2020 DOI: 10.1214/19-ba1176
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• Joint genome-wide prediction in several populations accounting for randomness of genotypes: A hierarchical Bayes approach. I: Multivariate Gaussian priors for marker effects and derivation of the joint probability mass function of genotypes
  Journal of Theoretical Biology 2017 DOI: 10.1016/j.jtbi.2016.12.020
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• Joint genome-wide prediction in several populations accounting for randomness of genotypes: A hierarchical Bayes approach. II: Multivariate spike and slab priors for marker effects and derivation of approximate Bayes and fractional Bayes factors for the …
  Journal of Theoretical Biology 2017 DOI: 10.1016/j.jtbi.2016.12.022
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• Learning Precise Spike Train–to–Spike Train Transformations in Multilayer Feedforward Neuronal Networks
  Neural Computation 2016 DOI: 10.1162/neco_a_00829
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• An evaluation of a vision-based sensor performance in Huanglongbing disease identification
  Biosystems Engineering 2015 DOI: 10.1016/j.biosystemseng.2014.11.013
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• Connectomic constraints on computation in feedforward networks of spiking neurons
  Journal of Computational Neuroscience 2014 DOI: 10.1007/s10827-014-0497-5
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• Image Denoising Using the Higher Order Singular Value Decomposition
  IEEE Transactions on Pattern Analysis and Machine Intelligence 2013 DOI: 10.1109/tpami.2012.140
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• Inventory Pooling to Deliver Differentiated Service
  Manufacturing & Service Operations Management 2013 DOI: 10.1287/msom.1120.0399
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