Functional Implications of Dale's Law in Balanced Neuronal Network Dynamics and Decision Making

Efficient Spike-Driven Learning With Dendritic Event-Based Processing

(2021) Shuangming Yang et al.   Frontiers in Neuroscience

Neural Network Learning of Improved Compressive Sensing Sampling and Receptive Field Structure

(2021) Victor J. Barranca   NEUROCOMPUTING

Hive minded: like neurons, honey bees collectively integrate negative feedback to regulate decisions

(2020) Talia Borofsky et al.   ANIMAL BEHAVIOUR

Network structure and input integration in competing firing rate models for decision-making

(2019) Victor J. Barranca et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

General Principles of Neuronal Co-transmission: Insights From Multiple Model Systems

(2019) Erik Svensson et al.   Frontiers in Neural Circuits

Balanced Active Core in Heterogeneous Neuronal Networks

(2019) Qing-long L. Gu et al.   Frontiers in Computational Neuroscience

Toward a Biologically Plausible Model of LGN-V1 Pathways Based on Efficient Coding

(2019) Yanbo Lian et al.   Frontiers in Neural Circuits

Training dynamically balanced excitatory-inhibitory networks

(2019) Alessandro Ingrosso et al.   PLoS One

Gradients of structure–function tethering across neocortex

(2019) Bertha Vázquez-Rodríguez et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Compressive Sensing Inference of Neuronal Network Connectivity in Balanced Neuronal Dynamics

(2019) Victor J. Barranca et al.   Frontiers in Neuroscience

The impact of spike-frequency adaptation on balanced network dynamics

(2018) Victor J. Barranca et al.   Cognitive Neurodynamics

Random synaptic feedback weights support error backpropagation for deep learning

(2016) Timothy P. Lillicrap et al.   Nature Communications

PCANet: A Simple Deep Learning Baseline for Image Classification?

(2015) Tsung-Han Chan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Low-rank network decomposition reveals structural characteristics of small-world networks

(2015) Victor J. Barranca et al.   PHYSICAL REVIEW E

Balanced Cortical Microcircuitry for Spatial Working Memory Based on Corrective Feedback Control

(2014) S. Lim et al.   JOURNAL OF NEUROSCIENCE

Contributions and challenges for network models in cognitive neuroscience

(2014) Olaf Sporns   NATURE NEUROSCIENCE

Transfer Entropy Reconstruction and Labeling of Neuronal Connections from Simulated Calcium Imaging

(2014) Javier G. Orlandi et al.   PLoS One

Balanced Networks of Spiking Neurons with Spatially Dependent Recurrent Connections

(2014) Robert Rosenbaum et al.   Physical Review X

Timing is key in the olfactory system

(2013) Katherine Whalley   NATURE REVIEWS NEUROSCIENCE

The Basal Ganglia’s Contributions to Perceptual Decision Making

(2013) Long Ding et al.   NEURON

Cortical High-Density Counterstream Architectures

(2013) N. T. Markov et al.   SCIENCE

Predictive Coding of Dynamical Variables in Balanced Spiking Networks

(2013) Martin Boerlin et al.   PLoS Computational Biology

Slow dynamics and high variability in balanced cortical networks with clustered connections

(2012) Ashok Litwin-Kumar et al.   NATURE NEUROSCIENCE

Inferring Networks of Diffusion and Influence

(2012) Manuel Gomez-Rodriguez et al.   ACM Transactions on Knowledge Discovery from Data

Variance as a Signature of Neural Computations during Decision Making

(2011) Anne. K. Churchland et al.   NEURON

Stop Signals Provide Cross Inhibition in Collective Decision-Making by Honeybee Swarms

(2011) T. D. Seeley et al.   SCIENCE

A unified framework for inhibitory control

(2011) Yuko Munakata et al.   TRENDS IN COGNITIVE SCIENCES

Sensitivity to perturbations in vivo implies high noise and suggests rate coding in cortex

(2010) Michael London et al.   NATURE

Network Properties Revealed through Matrix Functions

(2010) Ernesto Estrada et al.   SIAM REVIEW

Efficient Physical Embedding of Topologically Complex Information Processing Networks in Brains and Computer Circuits

(2010) Danielle S. Bassett et al.   PLoS Computational Biology

On optimal decision-making in brains and social insect colonies

(2009) J. A. R. Marshall et al.   Journal of the Royal Society Interface

GABAergic Hub Neurons Orchestrate Synchrony in Developing Hippocampal Networks

(2009) P. Bonifazi et al.   SCIENCE

Inferring functional connections between neurons

(2008) Ian H Stevenson et al.   CURRENT OPINION IN NEUROBIOLOGY

The neural systems that mediate human perceptual decision making

(2008) Hauke R. Heekeren et al.   NATURE REVIEWS NEUROSCIENCE

Noise in the nervous system

(2008) A. Aldo Faisal et al.   NATURE REVIEWS NEUROSCIENCE

One-Dimensional Dynamics of Attention and Decision Making in LIP

(2008) Surya Ganguli et al.   NEURON

Decision Making in Recurrent Neuronal Circuits

(2008) Xiao-Jing Wang   NEURON

Collective cognition in animal groups

(2008) Iain D. Couzin   TRENDS IN COGNITIVE SCIENCES