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

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

(2011) P. Berkes et al.   SCIENCE

Action and behavior: a free-energy formulation

(2010) Karl J. Friston et al.   BIOLOGICAL CYBERNETICS

The decade of the dendritic NMDA spike

(2010) Srdjan D. Antic et al.   JOURNAL OF NEUROSCIENCE RESEARCH

Binocular rivalry: A time dependence of eye and stimulus contributions

(2010) A. Bartels et al.   JOURNAL OF VISION

Stimulus onset quenches neural variability: a widespread cortical phenomenon

(2010) Mark M Churchland et al.   NATURE NEUROSCIENCE

Statistically optimal perception and learning: from behavior to neural representations

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

Stochastic Ion Channel Gating in Dendritic Neurons: Morphology Dependence and Probabilistic Synaptic Activation of Dendritic Spikes

(2010) Robert C. Cannon et al.   PLoS Computational Biology

Spontaneous and driven cortical activity: implications for computation

(2009) Dario L Ringach   CURRENT OPINION IN NEUROBIOLOGY

Characterizing neuronal activity by describing the membrane potential as a stochastic process

(2009) Martin Pospischil et al.   JOURNAL OF PHYSIOLOGY-PARIS

Cortical Circuitry Implementing Graphical Models

(2009) Shai Litvak et al.   NEURAL COMPUTATION

Belief Propagation in Networks of Spiking Neurons

(2009) Andreas Steimer et al.   NEURAL COMPUTATION

Topology and dynamics of the canonical circuit of cat V1

(2009) T. Binzegger et al.   NEURAL NETWORKS

Learning to represent visual input

(2009) G. E. Hinton   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Relating Neuronal Firing Patterns to Functional Differentiation of Cerebral Cortex

(2009) Shigeru Shinomoto et al.   PLoS Computational Biology

Perceptual multistability predicted by search model for Bayesian decisions

(2008) Rashmi Sundareswara et al.   JOURNAL OF VISION

Spatio-temporal correlations and visual signalling in a complete neuronal population

(2008) Jonathan W. Pillow et al.   NATURE

On the probability of release

(2008) Monica Hoyos Flight   NATURE REVIEWS NEUROSCIENCE

Bayesian Spiking Neurons I: Inference

(2007) Sophie Deneve   NEURAL COMPUTATION