Matthew A. Wilson

According to our database1, Matthew A. Wilson authored at least 23 papers between 1987 and 2016.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2016
A Novel Nonparametric Approach for Neural Encoding and Decoding Models of Multimodal Receptive Fields.
Neural Computation, 2016

Kernel density compression for real-time Bayesian encoding/decoding of unsorted hippocampal spikes.
Knowl.-Based Syst., 2016

Bayesian nonparametric methods for discovering latent structures of rat hippocampal ensemble spikes.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Neuronal encoding models of complex receptive fields: A comparison of nonparametric and parametric approaches.
Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

2014
Neural Representation of Spatial Topology in the Rodent Hippocampus.
Neural Computation, 2014

2013
A variational nonparametric bayesian approach for inferring rat hippocampal population codes.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Uncovering spatial topology represented by rat hippocampal population neuronal codes.
Journal of Computational Neuroscience, 2012

Transductive neural decoding for unsorted neuronal spikes of rat hippocampus.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Computing Confidence Intervals for Point Process Models.
Neural Computation, 2011

Assessing neuronal interactions of cell assemblies during general anesthesia.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Variational Bayesian inference for point process generalized linear models in neural spike trains analysis.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Discrete- and Continuous-Time Probabilistic Models and Algorithms for Inferring Neuronal UP and DOWN States.
Neural Computation, 2009

2007
Construction of Point Process Adaptive Filter Algorithms for Neural Systems Using Sequential Monte Carlo Methods.
IEEE Trans. Biomed. Engineering, 2007

2005
Analyzing Functional Connectivity Using a Network Likelihood Model of Ensemble Neural Spiking Activity.
Neural Computation, 2005

2004
Dynamic Analyses of Information Encoding in Neural Ensembles.
Neural Computation, 2004

2002
Construction and analysis of non-Gaussian spatial models of neural spiking activity.
Neurocomputing, 2002

2001
Diagnostic methods for statistical models of place cell spiking activity.
Neurocomputing, 2001

2000
From hippocampus to V1: Effect of LTP on spatio-temporal dynamics of receptive fields.
Neurocomputing, 2000

A time-dependent analysis of spatial information encoding in the rat hippocampus.
Neurocomputing, 2000

1991
A Computer Simulation of Oscillatory Behavior in Primary Visual Cortex.
Neural Computation, 1991

1989
Computer Simulation of Oscillatory Behavior in Cerebral Cortical Networks.
Proceedings of the Advances in Neural Information Processing Systems 2, 1989

1988
GENESIS: A System for Simulating Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 1, 1988

1987
A Computer Simulation of Olfactory Cortex with Functional Implications for Storage and Retrieval of Olfactory Information.
Proceedings of the Neural Information Processing Systems, Denver, Colorado, USA, 1987, 1987


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