The Hamiltonian Brain: Efficient Probabilistic Inference with Excitatory-Inhibitory Neural Circuit Dynamics

Neural Variability and Sampling-Based Probabilistic Representations in the Visual Cortex

(2016) Gergő Orbán et al.   NEURON

Brain-wide analysis of electrophysiological diversity yields novel categorization of mammalian neuron types

(2015) Shreejoy J. Tripathy et al.   JOURNAL OF NEUROPHYSIOLOGY

The Stabilized Supralinear Network: A Unifying Circuit Motif Underlying Multi-Input Integration in Sensory Cortex

(2015) Daniel B. Rubin et al.   NEURON

Dendritic nonlinearities are tuned for efficient spike-based computations in cortical circuits

(2015) Balázs B Ujfalussy et al.   eLife

A formula for human retinal ganglion cell receptive field density as a function of visual field location

(2014) A. B. Watson   JOURNAL OF VISION

Optimal Control of Transient Dynamics in Balanced Networks Supports Generation of Complex Movements

(2014) Guillaume Hennequin et al.   NEURON

Optimal Recall from Bounded Metaplastic Synapses: Predicting Functional Adaptations in Hippocampal Area CA3

(2014) Cristina Savin et al.   PLoS Computational Biology

NeuroElectro: a window to the world's neuron electrophysiology data

(2014) Shreejoy J. Tripathy et al.   Frontiers in Neuroinformatics

Gating of Sensory Input by Spontaneous Cortical Activity

(2013) A. Luczak et al.   JOURNAL OF NEUROSCIENCE

Probabilistic brains: knowns and unknowns

(2013) Alexandre Pouget et al.   NATURE NEUROSCIENCE

Formation and Reverberation of Sequential Neural Activity Patterns Evoked by Sensory Stimulation Are Enhanced during Cortical Desynchronization

(2013) Edgar J. Bermudez Contreras et al.   NEURON

Robust Gamma Coherence between Macaque V1 and V2 by Dynamic Frequency Matching

(2013) Mark J. Roberts et al.   NEURON

Preconfigured, Skewed Distribution of Firing Rates in the Hippocampus and Entorhinal Cortex

(2013) Kenji Mizuseki et al.   Cell Reports

Plasticity of Inhibition

(2012) Dimitri M. Kullmann et al.   NEURON

Cortical Surround Interactions and Perceptual Salience via Natural Scene Statistics

(2012) Ruben Coen-Cagli et al.   PLoS Computational Biology

Marginalization in Neural Circuits with Divisive Normalization

(2011) J. M. Beck et al.   JOURNAL OF NEUROSCIENCE

Spontaneous Cortical Activity Reveals Hallmarks of an Optimal Internal Model of the Environment

(2011) P. Berkes et al.   SCIENCE

Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons

(2011) Lars Buesing et al.   PLoS Computational Biology

Synapses with short-term plasticity are optimal estimators of presynaptic membrane potentials

(2010) Jean-Pascal Pfister et al.   NATURE NEUROSCIENCE

Stimulus onset quenches neural variability: a widespread cortical phenomenon

(2010) Mark M Churchland et al.   NATURE NEUROSCIENCE

Differences in Gamma Frequencies across Visual Cortex Restrict Their Possible Use in Computation

(2010) Supratim Ray et al.   NEURON

Neural Activity in Barrel Cortex Underlying Vibrissa-Based Object Localization in Mice

(2010) Daniel H. O'Connor et al.   NEURON

Statistically optimal perception and learning: from behavior to neural representations

(2010) József Fiser et al.   TRENDS IN COGNITIVE SCIENCES

Neuronal Gamma-Band Synchronization as a Fundamental Process in Cortical Computation

(2009) Pascal Fries   Annual Review of Neuroscience

Perceptual organization in the tilt illusion

(2009) O. Schwartz et al.   JOURNAL OF VISION

The probability of neurotransmitter release: variability and feedback control at single synapses

(2009) Tiago Branco et al.   NATURE REVIEWS NEUROSCIENCE

Balanced Amplification: A New Mechanism of Selective Amplification of Neural Activity Patterns

(2009) Brendan K. Murphy et al.   NEURON

A Structured Model of Video Reproduces Primary Visual Cortical Organisation

(2009) Pietro Berkes et al.   PLoS Computational Biology

A review of brain oscillations in cognitive disorders and the role of neurotransmitters

(2008) Erol Başar et al.   BRAIN RESEARCH

Emergence of complex cell properties by learning to generalize in natural scenes

(2008) Yan Karklin et al.   NATURE

Instantaneous correlation of excitation and inhibition during ongoing and sensory-evoked activities

(2008) Michael Okun et al.   NATURE NEUROSCIENCE

Probabilistic Population Codes for Bayesian Decision Making

(2008) Jeffrey M. Beck et al.   NEURON