Efficient and robust coding in heterogeneous recurrent networks

Excitation-Inhibition Balanced Neural Networks for Fast Signal Detection

(2020) Gengshuo Tian et al.   Frontiers in Computational Neuroscience

Leveraging heterogeneity for neural computation with fading memory in layer 2/3 cortical microcircuits

(2019) Renato Duarte et al.   PLoS Computational Biology

Nonlinear decoding of a complex movie from the mammalian retina

(2018) Vicente Botella-Soler et al.   PLoS Computational Biology

Neuronal variability and tuning are balanced to optimize naturalistic self-motion coding in primate vestibular pathways

(2018) Diana E Mitchell et al.   eLife

The Brain as an Efficient and Robust Adaptive Learner

(2017) Sophie Denève et al.   NEURON

Efficiency turns the table on neural encoding, decoding and noise

(2016) Sophie Deneve et al.   CURRENT OPINION IN NEUROBIOLOGY

Computational implications of biophysical diversity and multiple timescales in neurons and synapses for circuit performance

(2016) Julijana Gjorgjieva et al.   CURRENT OPINION IN NEUROBIOLOGY

Efficient codes and balanced networks

(2016) Sophie Denève et al.   NATURE NEUROSCIENCE

Structures of Neural Correlation and How They Favor Coding

(2016) Felix Franke et al.   NEURON

Learning Universal Computations with Spikes

(2016) Dominik Thalmeier et al.   PLoS Computational Biology

Constructing Precisely Computing Networks with Biophysical Spiking Neurons

(2015) M. A. Schwemmer et al.   JOURNAL OF NEUROSCIENCE

Spatial Correlations in Natural Scenes Modulate Response Reliability in Mouse Visual Cortex

(2015) R. V. Rikhye et al.   JOURNAL OF NEUROSCIENCE

Diverse coupling of neurons to populations in sensory cortex

(2015) Michael Okun et al.   NATURE

Variability in neural activity and behavior

(2014) Alfonso Renart et al.   CURRENT OPINION IN NEUROBIOLOGY

Information-limiting correlations

(2014) Rubén Moreno-Bote et al.   NATURE NEUROSCIENCE

Neural Decoding with Kernel-Based Metric Learning

(2014) Austin J. Brockmeier et al.   NEURAL COMPUTATION

The Competing Benefits of Noise and Heterogeneity in Neural Coding

(2014) Eric Hunsberger et al.   NEURAL COMPUTATION

Searching for Collective Behavior in a Large Network of Sensory Neurons

(2014) Gašper Tkačik et al.   PLoS Computational Biology

The emergence of functional microcircuits in visual cortex

(2013) Ho Ko et al.   NATURE

Cortical connectivity and sensory coding

(2013) Kenneth D. Harris et al.   NATURE

Intermediate intrinsic diversity enhances neural population coding

(2013) S. J. Tripathy et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Predictive Coding of Dynamical Variables in Balanced Spiking Networks

(2013) Martin Boerlin et al.   PLoS Computational Biology

Optimal Heterogeneity for Coding in Spiking Neural Networks

(2012) J. F. Mejias et al.   PHYSICAL REVIEW LETTERS

The Effect of Noise Correlations in Populations of Diversely Tuned Neurons

(2011) A. S. Ecker et al.   JOURNAL OF NEUROSCIENCE

Functional specificity of local synaptic connections in neocortical networks

(2011) Ho Ko et al.   NATURE

Multiple models to capture the variability in biological neurons and networks

(2011) Eve Marder et al.   NATURE NEUROSCIENCE

Measuring and interpreting neuronal correlations

(2011) Marlene R Cohen et al.   NATURE NEUROSCIENCE

Insights from a Simple Expression for Linear Fisher Information in a Recurrently Connected Population of Spiking Neurons

(2011) Jeffrey Beck et al.   NEURAL COMPUTATION

Spike-Based Population Coding and Working Memory

(2011) Martin Boerlin et al.   PLoS Computational Biology

Functional, But Not Anatomical, Separation of "What" and "When" in Prefrontal Cortex

(2010) C. K. Machens et al.   JOURNAL OF NEUROSCIENCE

Intrinsic biophysical diversity decorrelates neuronal firing while increasing information content

(2010) Krishnan Padmanabhan et al.   NATURE NEUROSCIENCE

Optimal population coding by noisy spiking neurons

(2010) G. Tkacik et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Decorrelated Neuronal Firing in Cortical Microcircuits

(2010) A. S. Ecker et al.   SCIENCE

Reliability of cortical activity during natural stimulation

(2009) Uri Hasson et al.   TRENDS IN COGNITIVE SCIENCES

Pyramidal Neurons Switch From Integrators In Vitro to Resonators Under In Vivo-Like Conditions

(2008) Steven A. Prescott et al.   JOURNAL OF NEUROPHYSIOLOGY

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

(2008) Jonathan W. Pillow et al.   NATURE

Context-Dependent Changes in Functional Circuitry in Visual Area MT

(2008) Marlene R. Cohen et al.   NEURON

Biophysical Basis for Three Distinct Dynamical Mechanisms of Action Potential Initiation

(2008) Steven A. Prescott et al.   PLoS Computational Biology