Optimizing interneuron circuits for compartment-specific feedback inhibition

The Remarkable Robustness of Surrogate Gradient Learning for Instilling Complex Function in Spiking Neural Networks

(2021) Friedemann Zenke et al.   NEURAL COMPUTATION

Cellular transcriptomics reveals evolutionary identities of songbird vocal circuits

(2021) Bradley M. Colquitt et al.   SCIENCE

Linear-nonlinear cascades capture synaptic dynamics

(2021) Julian Rossbroich et al.   PLoS Computational Biology

Learning excitatory-inhibitory neuronal assemblies in recurrent networks

(2021) Owen Mackwood et al.   eLife

Human neocortical expansion involves glutamatergic neuron diversification

(2021) Jim Berg et al.   NATURE

Cell-type specific innervation of cortical pyramidal cells at their apical dendrites

(2020) Ali Karimi et al.   eLife

Inhibition stabilization is a widespread property of cortical networks

(2020) Alessandro Sanzeni et al.   eLife

Array programming with NumPy

(2020) Charles R. Harris et al.   NATURE

Somatostatin-Expressing Interneurons Enable and Maintain Learning-Dependent Sequential Activation of Pyramidal Neurons

(2019) Avital Adler et al.   NEURON

Backpropagation through time and the brain

(2019) Timothy P Lillicrap et al.   CURRENT OPINION IN NEUROBIOLOGY

Elfn1-induced constitutive activation of mGluR7 determines frequency-dependent recruitment of SOM interneurons

(2019) Tevye Jason Stachniak et al.   JOURNAL OF NEUROSCIENCE

Excitation-inhibition balance as a framework for investigating mechanisms in neuropsychiatric disorders

(2019) Vikaas S. Sohal et al.   MOLECULAR PSYCHIATRY

Precise excitation-inhibition balance controls gain and timing in the hippocampus

(2019) Aanchal Bhatia et al.   eLife

Widespread and Highly Correlated Somato-dendritic Activity in Cortical Layer 5 Neurons

(2019) Lou Beaulieu-Laroche et al.   NEURON

Bayesian Computation through Cortical Latent Dynamics

(2019) Hansem Sohn et al.   NEURON

Recruitment of GABAergic Interneurons in the Barrel Cortex during Active Tactile Behavior

(2019) Jianing Yu et al.   NEURON

Surrogate Gradient Learning in Spiking Neural Networks: Bringing the Power of Gradient-Based Optimization to Spiking Neural Networks

(2019) Emre O. Neftci et al.   IEEE SIGNAL PROCESSING MAGAZINE

High and asymmetric somato-dendritic coupling of V1 layer 5 neurons independent of visual stimulation and locomotion

(2019) Valerio Francioni et al.   eLife

Optimization of interneuron function by direct coupling of cell migration and axonal targeting

(2018) Lynette Lim et al.   NATURE NEUROSCIENCE

SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks

(2018) Friedemann Zenke et al.   NEURAL COMPUTATION

Sparse bursts optimize information transmission in a multiplexed neural code

(2018) Richard Naud et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Early emergence of cortical interneuron diversity in the mouse embryo

(2018) Da Mi et al.   SCIENCE

Evolution of pallium, hippocampus, and cortical cell types revealed by single-cell transcriptomics in reptiles

(2018) Maria Antonietta Tosches et al.   SCIENCE

Classes and continua of hippocampal CA1 inhibitory neurons revealed by single-cell transcriptomics

(2018) Kenneth D. Harris et al.   PLOS BIOLOGY

Linking Connectivity, Dynamics, and Computations in Low-Rank Recurrent Neural Networks

(2018) Francesca Mastrogiuseppe et al.   NEURON

Learning-Related Plasticity in Dendrite-Targeting Layer 1 Interneurons

(2018) Elisabeth Abs et al.   NEURON

Resting-state gamma-band power alterations in schizophrenia reveal E/I-balance abnormalities across illness-stages

(2018) Tineke Grent-'t-Jong et al.   eLife

Shared and distinct transcriptomic cell types across neocortical areas

(2018) Bosiljka Tasic et al.   NATURE

Precise Synaptic Balance in the Zebrafish Homolog of Olfactory Cortex

(2018) Peter Rupprecht et al.   NEURON

Layer-specific modulation of neocortical dendritic inhibition during active wakefulness

(2017) William Muñoz et al.   SCIENCE

Somatostatin-expressing neurons in cortical networks

(2016) Joanna Urban-Ciecko et al.   NATURE REVIEWS NEUROSCIENCE

Cooperative Subnetworks of Molecularly Similar Interneurons in Mouse Neocortex

(2016) Mahesh M. Karnani et al.   NEURON

GABAergic Interneurons in the Neocortex: From Cellular Properties to Circuits

(2016) Robin Tremblay et al.   NEURON

Disinhibition, a Circuit Mechanism for Associative Learning and Memory

(2015) Johannes J. Letzkus et al.   NEURON

The Stabilized Supralinear Network: A Unifying Circuit Motif Underlying Multi-Input Integration in Sensory Cortex

(2015) Daniel B. Rubin et al.   NEURON

Principles of connectivity among morphologically defined cell types in adult neocortex

(2015) X. Jiang et al.   SCIENCE

Equalizing excitation–inhibition ratios across visual cortical neurons

(2014) Mingshan Xue et al.   NATURE

Optimal Control of Transient Dynamics in Balanced Networks Supports Generation of Complex Movements

(2014) Guillaume Hennequin et al.   NEURON

Spike-timing prediction in cortical neurons with active dendrites

(2014) Richard Naud et al.   Frontiers in Computational Neuroscience

Context-dependent computation by recurrent dynamics in prefrontal cortex

(2013) Valerio Mante et al.   NATURE

Cortical connectivity and sensory coding

(2013) Kenneth D. Harris et al.   NATURE

Inhibition of inhibition in visual cortex: the logic of connections between molecularly distinct interneurons

(2013) Carsten K Pfeffer et al.   NATURE NEUROSCIENCE

Control of timing, rate and bursts of hippocampal place cells by dendritic and somatic inhibition

(2012) Sébastien Royer et al.   NATURE NEUROSCIENCE

Unique functional properties of somatostatin-expressing GABAergic neurons in mouse barrel cortex

(2012) Luc J Gentet et al.   NATURE NEUROSCIENCE

The Logic of Inhibitory Connectivity in the Neocortex

(2012) Elodie Fino et al.   NEUROSCIENTIST

Elfn1 Regulates Target-Specific Release Probability at CA1-Interneuron Synapses

(2012) E. L. Sylwestrak et al.   SCIENCE

Dense, Unspecific Connectivity of Neocortical Parvalbumin-Positive Interneurons: A Canonical Microcircuit for Inhibition?

(2011) A. M. Packer et al.   JOURNAL OF NEUROSCIENCE

Neocortical excitation/inhibition balance in information processing and social dysfunction

(2011) Ofer Yizhar et al.   NATURE

How Inhibition Shapes Cortical Activity

(2011) Jeffry S. Isaacson et al.   NEURON

Adolescent Onset of Cortical Disinhibition in Schizophrenia: Insights From Animal Models

(2011) P. O'Donnell   SCHIZOPHRENIA BULLETIN

Inhibitory Plasticity Balances Excitation and Inhibition in Sensory Pathways and Memory Networks

(2011) T. P. Vogels et al.   SCIENCE

The Asynchronous State in Cortical Circuits

(2010) A. Renart et al.   SCIENCE

The subcellular organization of neocortical excitatory connections

(2009) Leopoldo Petreanu et al.   NATURE

Inhibitory Stabilization of the Cortical Network Underlies Visual Surround Suppression

(2009) Hirofumi Ozeki et al.   NEURON

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

(2008) Michael Okun et al.   NATURE NEUROSCIENCE