Spiking neurons can discover predictive features by aggregate-label learning

To spike, or when to spike?

(2014) Robert Gütig   CURRENT OPINION IN NEUROBIOLOGY

Multiple instance classification: Review, taxonomy and comparative study

(2013) Jaume Amores   ARTIFICIAL INTELLIGENCE

Neural coding during active somatosensation revealed using illusory touch

(2013) Daniel H O'Connor et al.   NATURE NEUROSCIENCE

A New Supervised Learning Algorithm for Spiking Neurons

(2013) Yan Xu et al.   NEURAL COMPUTATION

Computing Complex Visual Features with Retinal Spike Times

(2013) Robert Gütig et al.   PLoS One

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

(2013) Bernhard Nessler et al.   PLoS Computational Biology

Changing the responses of cortical neurons from sub- to suprathreshold using single spikes in vivo

(2013) Verena Pawlak et al.   eLife

Updating dopamine reward signals

(2012) Wolfram Schultz   CURRENT OPINION IN NEUROBIOLOGY

Initial Neighborhood Biases and the Quality of Motion Stimulation Jointly Influence the Rapid Emergence of Direction Preference in Visual Cortex

(2012) S. D. Van Hooser et al.   JOURNAL OF NEUROSCIENCE

The Spike-Timing Dependence of Plasticity

(2012) Daniel E. Feldman   NEURON

The Chronotron: A Neuron That Learns to Fire Temporally Precise Spike Patterns

(2012) Răzvan V. Florian   PLoS One

A cellular mechanism for cortical associations: an organizing principle for the cerebral cortex

(2012) Matthew Larkum   TRENDS IN NEUROSCIENCES

The computational power of astrocyte mediated synaptic plasticity

(2012) Rogier Min et al.   Frontiers in Computational Neuroscience

Spatio-Temporal Credit Assignment in Neuronal Population Learning

(2011) Johannes Friedrich et al.   PLoS Computational Biology

Supervised Learning in Spiking Neural Networks with ReSuMe: Sequence Learning, Classification, and Spike Shifting

(2009) Filip Ponulak et al.   NEURAL COMPUTATION

Time-Warp–Invariant Neuronal Processing

(2009) Robert Gütig et al.   PLOS BIOLOGY

Experience with moving visual stimuli drives the early development of cortical direction selectivity

(2008) Ye Li et al.   NATURE

Spike Timing Dependent Plasticity Finds the Start of Repeating Patterns in Continuous Spike Trains

(2008) Timothée Masquelier et al.   PLoS One

Unsupervised Natural Experience Rapidly Alters Invariant Object Representation in Visual Cortex

(2008) Nuo Li et al.   SCIENCE

Rapid Neural Coding in the Retina with Relative Spike Latencies

(2008) T. Gollisch et al.   SCIENCE