Fast inference in generalized linear models via expected log-likelihoods

por Ramirez, Alexandro D., Paninski, Liam
Publicado en J Comput Neurosci (2013)

Smoothing of, and Parameter Estimation from, Noisy Biophysical Recordings

por Huys, Quentin J. M., Paninski, Liam
Publicado 2009

Fast online deconvolution of calcium imaging data

por Friedrich, Johannes, Zhou, Pengcheng, Paninski, Liam
Publicado en PLoS Comput Biol (2017)

Efficient Markov Chain Monte Carlo Methods for Decoding Neural Spike Trains

por Ahmadian, Yashar, Pillow, Jonathan W., Paninski, Liam
Publicado en Neural Comput (2010)

Maximally reliable Markov chains under energy constraints

por Escola, Sean, Eisele, Michael, Miller, Kenneth, Paninski, Liam
Publicado 2009

Population Decoding of Motor Cortical Activity using a Generalized Linear Model with Hidden States

por Lawhern, Vernon, Wu, Wei, Hatsopoulos, Nicholas G., Paninski, Liam
Publicado 2010

Designing optimal stimuli to control neuronal spike timing

por Ahmadian, Yashar, Packer, Adam M., Yuste, Rafael, Paninski, Liam
Publicado 2011

Neuroprosthetic Decoder Training as Imitation Learning

por Merel, Josh, Carlson, David, Paninski, Liam, Cunningham, John P.
Publicado en PLoS Comput Biol (2016)

A generalized linear model of the impact of direct and indirect inputs to the lateral geniculate nucleus

por Babadi, Baktash, Casti, Alexander, Xiao, Youping, Kaplan, Ehud, Paninski, Liam
Publicado 2010

Encoder-Decoder Optimization for Brain-Computer Interfaces

por Merel, Josh, Pianto, Donald M., Cunningham, John P., Paninski, Liam
Publicado en PLoS Comput Biol (2015)

Neural Decoding of Hand Motion Using a Linear State-Space Model With Hidden States

por Wu, Wei, Kulkarni, Jayant E., Hatsopoulos, Nicholas G., Paninski, Liam
Publicado en IEEE Trans Neural Syst Rehabil Eng (2009)

Information about movement direction obtained from synchronous activity of motor cortical neurons

por Hatsopoulos, Nicholas G., Ojakangas, Catherine L., Paninski, Liam, Donoghue, John P.
Publicado 1998

Automating the design of informative sequences of sensory stimuli

por Lewi, Jeremy, Schneider, David M., Woolley, Sarah M. N., Paninski, Liam
Publicado 2010

Reinforcement Learning Recruits Somata and Apical Dendrites across Layers of Primary Sensory Cortex

por Lacefield, Clay O., Pnevmatikakis, Eftychios A., Paninski, Liam, Bruno, Randy M.
Publicado en Cell Rep (2019)

Temporal Precision in the Visual Pathway through the Interplay of Excitation and Stimulus-Driven Suppression

por Butts, Daniel A., Weng, Chong, Jin, Jianzhong, Alonso, Jose-Manuel, Paninski, Liam
Publicado 2011

Primacy of Flexor Locomotor Pattern Revealed by Ancestral Reversion of Motor Neuron Identity

por Machado, Timothy A., Pnevmatikakis, Eftychios, Paninski, Liam, Jessell, Thomas M., Miri, Andrew
Publicado en Cell (2015)

Fast Spatiotemporal Smoothing of Calcium Measurements in Dendritic Trees

por Pnevmatikakis, Eftychios A., Kelleher, Keith, Chen, Rebecca, Saggau, Petter, Josić, Krešimir, Paninski, Liam
Publicado 2012

Efficient "Shotgun" Inference of Neural Connectivity from Highly Sub-sampled Activity Data

por Soudry, Daniel, Keshri, Suraj, Stinson, Patrick, Oh, Min-hwan, Iyengar, Garud, Paninski, Liam
Publicado en PLoS Comput Biol (2015)

Superlinear Population Encoding of Dynamic Hand Trajectory in Primary Motor Cortex

por Paninski, Liam, Shoham, Shy, Fellows, Matthew R., Hatsopoulos, Nicholas G., Donoghue, John P.
Publicado en J Neurosci (2004)

BARcode DEmixing through Non-negative Spatial Regression (BarDensr)

por Chen, Shuonan, Loper, Jackson, Chen, Xiaoyin, Vaughan, Alex, Zador, Anthony M., Paninski, Liam
Publicado en PLoS Comput Biol (2021)