STDP Installs in Winner-Take-All Circuits an Online Approximation to Hidden Markov Model Learning

Emergence of Dynamic Memory Traces in Cortical Microcircuit Models through STDP

(2013) S. Klampfl et al.   JOURNAL OF NEUROSCIENCE

Emergence of Optimal Decoding of Population Codes Through STDP

(2013) Stefan Habenschuss et al.   NEURAL COMPUTATION

Bayesian Computation Emerges in Generic Cortical Microcircuits through Spike-Timing-Dependent Plasticity

(2013) Bernhard Nessler et al.   PLoS Computational Biology

Microcircuits of excitatory and inhibitory neurons in layer 2/3 of mouse barrel cortex

(2012) Michael Avermann et al.   JOURNAL OF NEUROPHYSIOLOGY

Choice-specific sequences in parietal cortex during a virtual-navigation decision task

(2012) Christopher D. Harvey et al.   NATURE

Activity recall in a visual cortical ensemble

(2012) Shengjin Xu et al.   NATURE NEUROSCIENCE

Feedforward Inhibition and Synaptic Scaling – Two Sides of the Same Coin?

(2012) Christian Keck et al.   PLoS Computational Biology

Neural processing as causal inference

(2011) Timm Lochmann et al.   CURRENT OPINION IN NEUROBIOLOGY

Spike-Based Population Coding and Working Memory

(2011) Martin Boerlin et al.   PLoS Computational Biology

Reactivation, Replay, and Preplay: How It Might All Fit Together

(2011) Laure Buhry et al.   NEURAL PLASTICITY

Task-Dependent Changes in Short-Term Memory in the Prefrontal Cortex

(2010) M. R. Warden et al.   JOURNAL OF NEUROSCIENCE

Spike-Time-Dependent Plasticity and Heterosynaptic Competition Organize Networks to Produce Long Scale-Free Sequences of Neural Activity

(2010) Ila R. Fiete et al.   NEURON

Monkey Supplementary Eye Field Neurons Signal the Ordinal Position of Both Actions and Objects

(2009) T. K. Berdyyeva et al.   JOURNAL OF NEUROSCIENCE

Replay of rule-learning related neural patterns in the prefrontal cortex during sleep

(2009) Adrien Peyrache et al.   NATURE NEUROSCIENCE

Spontaneous Events Outline the Realm of Possible Sensory Responses in Neocortical Populations

(2009) Artur Luczak et al.   NEURON

Neural representation of time in cortico-basal ganglia circuits

(2009) Dezhe Z. Jin et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Spike Timing–Dependent Plasticity: A Hebbian Learning Rule

(2008) Natalia Caporale et al.   Annual Review of Neuroscience

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

(2008) Michael Okun et al.   NATURE NEUROSCIENCE

Behavior-dependent short-term assembly dynamics in the medial prefrontal cortex

(2008) Shigeyoshi Fujisawa et al.   NATURE NEUROSCIENCE

Online Learning with Hidden Markov Models

(2008) Gianluigi Mongillo et al.   NEURAL COMPUTATION

Bayesian Filtering in Spiking Neural Networks: Noise, Adaptation, and Multisensory Integration

(2008) Omer Bobrowski et al.   NEURAL COMPUTATION

New Experiences Enhance Coordinated Neural Activity in the Hippocampus

(2008) Sen Cheng et al.   NEURON

Reverberation of Recent Visual Experience in Spontaneous Cortical Waves

(2008) Feng Han et al.   NEURON

Bayesian Spiking Neurons II: Learning

(2007) Sophie Deneve   NEURAL COMPUTATION

Bayesian Spiking Neurons I: Inference

(2007) Sophie Deneve   NEURAL COMPUTATION