Probabilistic interpretation of population codes

Statistically efficient estimation using population coding

Neural Computation

Probability density methods for smooth function approximation and learning in populations of tuned spiking neurons

Neural Computation

Seeing white: qualia in the context of decoding population codes

Neural Computation

Attention modulation of neural tuning through peak and base rate in correlated firing

Neural Networks

Population coding and decoding in a neural field: a computational study

Neural Computation

Population Coding of Multiple Edge Orientation

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

Tangent Fields from Population Coding

BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision

Iterative Population Decoding Based on Prior Beliefs

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

Computational model for neural representation of multiple disparities

Neural Networks

Cortical belief networks

Computational models for neuroscience

Sequential Bayesian decoding with a population of neurons

Neural Computation

Neural representation of probabilistic information

Neural Computation

Doubly distributional population codes: simultaneous representation of uncertainty and multiplicity

Neural Computation

Bayesian computation in recurrent neural circuits

Neural Computation

Modeling the adaptive visual system: a survey of principled approaches

Neural Networks - Special issue: Neuroinformatics

Neural mechanisms for the robust representation of junctions

Neural Computation

Linking perception and neurophysiology for motion pattern processing: the computational power of inhibitory connections in cortex

Optic flow and beyond

Integration of form and motion within a generative model of visual cortex

Neural Networks - 2004 Special issue Vision and brain

Nonlinearity of the population activity to transparent motion

Neural Networks

A model of smooth pursuit in primates based on learning the target dynamics

Neural Networks

Channel Smoothing: Efficient Robust Smoothing of Low-Level Signal Features

IEEE Transactions on Pattern Analysis and Machine Intelligence

Difficulty of Singularity in Population Coding

Neural Computation

Computing with Continuous Attractors: Stability and Online Aspects

Neural Computation

Attention Modulation of Neural Tuning Through Peak and Base Rate

Neural Computation

Population Coding with Correlation and an Unfaithful Model

Neural Computation

Tilt Aftereffects in a Self-Organizing Model of the Primary Visual Cortex

Neural Computation

Fast Population Coding

Neural Computation

Bayesian spiking neurons i: Inference

Neural Computation

Encoding and decoding spikes for dynamic stimuli

Neural Computation

Implementing Bayes' Rule with Neural Fields

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II

Bayesian filtering in spiking neural networks: Noise, adaptation, and multisensory integration

Neural Computation

Spatio-Featural Scale-Space

SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision

A model for learning topographically organized parts-based representations of objects in visual cortex: Topographic nonnegative matrix factorization

Neural Computation

Cortical circuitry implementing graphical models

Neural Computation

Channel coding for joint colour and depth segmentation

DAGM'11 Proceedings of the 33rd international conference on Pattern recognition

Neuronal coding strategies for two-alternative forced choice tasks

ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I

Paying attention through eye movements: A computational investigation of the premotor theory of spatial attention

Journal of Cognitive Neuroscience

Uncovering spatial topology represented by rat hippocampal population neuronal codes

Journal of Computational Neuroscience

Population coding and the labeling problem: Extrinsic versus intrinsic representations

Neural Computation

Approximate, computationally efficient online learning in bayesian spiking neurons

Neural Computation