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Publications by Johannes Bill

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

PLoS Computational Biology

Molecular Neuroscience

Molecular Biology

Computational Theory

English

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Probabilistic Inference in General Graphical Models Through Sampling in Stochastic Networks of Spiking Neurons

PLoS Computational Biology

Molecular Neuroscience

Molecular Biology

Computational Theory

English

A Stochastic-Field Description of Finite-Size Spiking Neural Networks

PLoS Computational Biology

Molecular Neuroscience

Molecular Biology

Computational Theory

English

Self-Organized Supercriticality and Oscillations in Networks of Stochastic Spiking Neurons

Electronic Engineering

Information Systems

Mathematical Physics

English

Macroscopic Description for Networks of Spiking Neurons

Physical Review X

English

Optimization Methods for Spiking Neurons and Networks

IEEE Transactions on Neural Networks

English

Extracting the Dynamics of the Hodgkin-Huxley Model Using Recurrent Neural Networks

BMC Neuroscience

Molecular Neuroscience

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Dual Coding With STDP in a Spiking Recurrent Neural Network Model of the Hippocampus

PLoS Computational Biology

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Effects of Spike Anticipation on the Spiking Dynamics of Neural Networks

Frontiers in Computational Neuroscience

Molecular Neuroscience

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Structure and Dynamics of Random Recurrent Neural Networks

Adaptive Behavior

Behavioral Neuroscience

Artificial Intelligence

Cognitive Psychology

English