# Maneesh Sahani

According to our database

Collaborative distances:

^{1}, Maneesh Sahani authored at least 68 papers between 1997 and 2022.Collaborative distances:

## Timeline

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#### On csauthors.net:

## Bibliography

2022

Neural Networks, 2022

Unsupervised representational learning with recognition-parametrised probabilistic models.

CoRR, 2022

CoRR, 2022

CoRR, 2022

Proceedings of the IEEE International Symposium on Information Theory, 2022

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Divergent representations of ethological visual inputs emerge from supervised, unsupervised, and reinforcement learning.

CoRR, 2021

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Non-reversible Gaussian processes for identifying latent dynamical structure in neural data.

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Organizing recurrent network dynamics by task-computation to enable continual learning.

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

A neurally plausible model for online recognition and postdiction in a dynamical environment.

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

A neurally plausible model learns successor representations in partially observable environments.

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning interpretable continuous-time models of latent stochastic dynamical systems.

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

CoRR, 2018

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Temporal alignment and latent Gaussian process factor inference in population spike trains.

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

CoRR, 2017

Modelling the dynamics of integrating context into perception: in good and in poor readers.

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Scalable transformed additive signal decomposition by non-conjugate Gaussian process inference.

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

2015

The Equivalence of Information-Theoretic and Likelihood-Based Methods for Neural Dimensionality Reduction.

PLoS Comput. Biol., 2015

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014

IEEE Trans. Signal Process., 2014

J. Mach. Learn. Res., 2014

2013

Outlier Responses Reflect Sensitivity to Statistical Structure in the Human Brain.

PLoS Comput. Biol., 2013

Regularization and nonlinearities for neural language models: when are they needed?

CoRR, 2013

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Extracting regions of interest from biological images with convolutional sparse block coding.

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Spectral learning of linear dynamics from generalised-linear observations with application to neural population data.

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Variational Inference in Non-negative Factorial Hidden Markov Models for Efficient Audio Source Separation.

Proceedings of the 29th International Conference on Machine Learning, 2012

Decomposing signals into a sum of amplitude and frequency modulated sinusoids using probabilistic inference.

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

IEEE ACM Trans. Audio Speech Lang. Process., 2011

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2010

Statistical inference for single- and multi-band Probabilistic Amplitude Demodulation.

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

PLoS Comput. Biol., 2009

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

2008

J. Mach. Learn. Res., 2008

Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity.

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Proceedings of the Machine Learning, 2008

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Neural Comput., 2007

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Latent Identity Variables: Biometric Matching Without Explicit Identity Estimation.

Proceedings of the Advances in Biometrics, International Conference, 2007

Proceedings of the Artificial Neural Networks, 2007

Proceedings of the Independent Component Analysis and Signal Separation, 2007

2005

Localization bias and spatial resolution of adaptive and non-adaptive spatial filters for MEG source reconstruction.

NeuroImage, 2005

A simple nonparametric statistical thresholding for MEG spatial-filter source reconstruction images.

NeuroImage, 2005

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

2003

Doubly Distributional Population Codes: Simultaneous Representation of Uncertainty and Multiplicity.

Neural Comput., 2003

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

A Biologically Plausible Algorithm for Reinforcement-shaped Representational Learning.

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

2002

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

2000

Neurocomputing, 2000

1999

Simultaneous paired intracellular and tetrode recordings for evaluating the performance of spike sorting algorithms.

Neurocomputing, 1999

Neurocomputing, 1999

1997

Proceedings of the Advances in Neural Information Processing Systems 10, 1997