Eftychios A. Pnevmatikakis

According to our database, Eftychios A. Pnevmatikakis authored at least 20 papers between 2008 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Online analysis of microendoscopic 1-photon calcium imaging data streams.

Johannes Friedrich, Andrea Giovannucci, Eftychios A. Pnevmatikakis

PLoS Comput. Biol., 2021

VolPy: Automated and scalable analysis pipelines for voltage imaging datasets.

Changjia Cai, Johannes Friedrich, Amrita Singh, M. Hossein Eybposh, Eftychios A. Pnevmatikakis, Kaspar Podgorski, Andrea Giovannucci

PLoS Comput. Biol., 2021

2020

Phases of two-dimensional spinless lattice fermions with first-quantized deep neural-network quantum states.

James Stokes, Javier Robledo Moreno, Eftychios A. Pnevmatikakis, Giuseppe Carleo

CoRR, 2020

2018

Anscombe Meets Hough: Noise Variance Stablization Via Parametric Model Estimation.

Mariano Tepper, Andrea Giovannucci, Eftychios A. Pnevmatikakis

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

OnACID: Online Analysis of Calcium Imaging Data in Real Time.

Andrea Giovannucci, Johannes Friedrich, Matthew T. Kaufman, Anne Churchland, Dmitri B. Chklovskii, Liam Paninski, Eftychios A. Pnevmatikakis

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Compressed sensing and optimal denoising of monotone signals.

Eftychios A. Pnevmatikakis

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2013

The power of connectivity: Identity preserving transformations on visual streams in the spike domain.

Aurel A. Lazar, Eftychios A. Pnevmatikakis, Yiyin Zhou

Neural Networks, 2013

Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions.

Eftychios A. Pnevmatikakis, Liam Paninski

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

Robust learning of low-dimensional dynamics from large neural ensembles.

David Pfau, Eftychios A. Pnevmatikakis, Liam Paninski

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

Bayesian spike inference from calcium imaging data.

Eftychios A. Pnevmatikakis, Josh Merel, Ari Pakman, Liam Paninski

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

Fast Spatiotemporal Smoothing of Calcium Measurements in Dendritic Trees.

Eftychios A. Pnevmatikakis, Keith J. Kelleher, Rebecca Chen, Petter Saggau, Kresimir Josic, Liam Paninski

PLoS Comput. Biol., 2012

Fast interior-point inference in high-dimensional sparse, penalized state-space models.

Eftychios A. Pnevmatikakis, Liam Paninski

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

2011

Video Time Encoding Machines.

Aurel A. Lazar, Eftychios A. Pnevmatikakis

IEEE Trans. Neural Networks, 2011

Encoding of multivariate stimuli with MIMO neural circuits.

Aurel A. Lazar, Eftychios A. Pnevmatikakis

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010

Consistent Recovery of Sensory Stimuli Encoded with MIMO Neural Circuits.

Aurel A. Lazar, Eftychios A. Pnevmatikakis

Comput. Intell. Neurosci., 2010

2009

Reconstruction of Sensory Stimuli Encoded with Integrate-and-Fire Neurons with Random Thresholds.

Aurel A. Lazar, Eftychios A. Pnevmatikakis

EURASIP J. Adv. Signal Process., 2009

Consistent recovery of stimuli encoded with a neural ensemble.

Aurel A. Lazar, Eftychios A. Pnevmatikakis

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Faithful Representation of Stimuli with a Population of Integrate-and-Fire Neurons.

Aurel A. Lazar, Eftychios A. Pnevmatikakis

Neural Comput., 2008

An inpainting system for automatic image structure - texture restoration with text removal.

Eftychios A. Pnevmatikakis, Petros Maragos

Proceedings of the International Conference on Image Processing, 2008

A video Time Encoding Machine.

Aurel A. Lazar, Eftychios A. Pnevmatikakis

Proceedings of the International Conference on Image Processing, 2008