Matthew A. Wilson
According to our database1, Matthew A. Wilson authored at least 23 papers between 1987 and 2016.
Legend:Book In proceedings Article PhD thesis Other
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
Neural Representation of Spatial Topology in the Rodent Hippocampus.
Neural Computation, 2014
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
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
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
Variational Bayesian inference for point process generalized linear models in neural spike trains analysis.
Proceedings of the IEEE International Conference on Acoustics, 2010
Discrete- and Continuous-Time Probabilistic Models and Algorithms for Inferring Neuronal UP and DOWN States.
Neural Computation, 2009
Construction of Point Process Adaptive Filter Algorithms for Neural Systems Using Sequential Monte Carlo Methods.
IEEE Trans. Biomed. Engineering, 2007
Analyzing Functional Connectivity Using a Network Likelihood Model of Ensemble Neural Spiking Activity.
Neural Computation, 2005
Dynamic Analyses of Information Encoding in Neural Ensembles.
Neural Computation, 2004
Construction and analysis of non-Gaussian spatial models of neural spiking activity.
Diagnostic methods for statistical models of place cell spiking activity.
From hippocampus to V1: Effect of LTP on spatio-temporal dynamics of receptive fields.
A time-dependent analysis of spatial information encoding in the rat hippocampus.
A Computer Simulation of Oscillatory Behavior in Primary Visual Cortex.
Neural Computation, 1991
Computer Simulation of Oscillatory Behavior in Cerebral Cortical Networks.
Proceedings of the Advances in Neural Information Processing Systems 2, 1989
GENESIS: A System for Simulating Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 1, 1988
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