Eftychios A. Pnevmatikakis

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 7

Top Topics

Preserving Transformations

Generalized Cross Validation

Top Venues

PLoS Comput. Biol.

Publications

Johannes Friedrich, Andrea Giovannucci, Eftychios A. Pnevmatikakis
Online analysis of microendoscopic 1-photon calcium imaging data streams. PLoS Comput. Biol. 17 (1) (2021)
Changjia Cai, Johannes Friedrich, Amrita Singh, M. Hossein Eybposh, Eftychios A. Pnevmatikakis, Kaspar Podgorski, Andrea Giovannucci
VolPy: Automated and scalable analysis pipelines for voltage imaging datasets. PLoS Comput. Biol. 17 (4) (2021)
James Stokes, Javier Robledo Moreno, Eftychios A. Pnevmatikakis, Giuseppe Carleo
Phases of two-dimensional spinless lattice fermions with first-quantized deep neural-network quantum states. CoRR (2020)
Mariano Tepper, Andrea Giovannucci, Eftychios A. Pnevmatikakis
Anscombe Meets Hough: Noise Variance Stablization Via Parametric Model Estimation. ICASSP (2018)
Eftychios A. Pnevmatikakis
Compressed sensing and optimal denoising of monotone signals. ICASSP (2017)
Andrea Giovannucci, Johannes Friedrich, Matt Kaufman, Anne Churchland, Dmitri B. Chklovskii, Liam Paninski, Eftychios A. Pnevmatikakis
OnACID: Online Analysis of Calcium Imaging Data in Real Time. NIPS (2017)
Eftychios A. Pnevmatikakis
Compressed sensing and optimal denoising of monotone signals. CoRR (2017)
Aurel A. Lazar, Eftychios A. Pnevmatikakis, Yiyin Zhou
The power of connectivity: Identity preserving transformations on visual streams in the spike domain. Neural Networks 44 (2013)
Eftychios A. Pnevmatikakis, Josh Merel, Ari Pakman, Liam Paninski
Bayesian spike inference from calcium imaging data. ACSSC (2013)
Eftychios A. Pnevmatikakis, Liam Paninski
Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions. NIPS (2013)
David Pfau, Eftychios A. Pnevmatikakis, Liam Paninski
Robust learning of low-dimensional dynamics from large neural ensembles. NIPS (2013)
Eftychios A. Pnevmatikakis, Liam Paninski
Fast interior-point inference in high-dimensional sparse, penalized state-space models. AISTATS (2012)
Eftychios A. Pnevmatikakis, Keith J. Kelleher, Rebecca Chen, Petter Saggau, Kresimir Josic, Liam Paninski
Fast Spatiotemporal Smoothing of Calcium Measurements in Dendritic Trees. PLoS Comput. Biol. 8 (6) (2012)
Aurel A. Lazar, Eftychios A. Pnevmatikakis
Encoding of multivariate stimuli with MIMO neural circuits. ISIT (2011)
Aurel A. Lazar, Eftychios A. Pnevmatikakis
Video Time Encoding Machines. IEEE Trans. Neural Networks 22 (3) (2011)
Aurel A. Lazar, Eftychios A. Pnevmatikakis
Consistent Recovery of Sensory Stimuli Encoded with MIMO Neural Circuits. Comput. Intell. Neurosci. 2010 (2010)
Aurel A. Lazar, Eftychios A. Pnevmatikakis
Reconstruction of Sensory Stimuli Encoded with Integrate-and-Fire Neurons with Random Thresholds. EURASIP J. Adv. Signal Process. 2009 (2009)
Aurel A. Lazar, Eftychios A. Pnevmatikakis
Consistent recovery of stimuli encoded with a neural ensemble. ICASSP (2009)
Eftychios A. Pnevmatikakis, Petros Maragos
An inpainting system for automatic image structure - texture restoration with text removal. ICIP (2008)
Aurel A. Lazar, Eftychios A. Pnevmatikakis
A video Time Encoding Machine. ICIP (2008)
Aurel A. Lazar, Eftychios A. Pnevmatikakis
Faithful Representation of Stimuli with a Population of Integrate-and-Fire Neurons. Neural Comput. 20 (11) (2008)