Big data and the industrialization of neuroscience: A safe roadmap for understanding the brain?

Neuroscience: Big brain, big data

(2017) Esther Landhuis   NATURE

Neuroscience Needs Behavior: Correcting a Reductionist Bias

(2017) John W. Krakauer et al.   NEURON

The emperor’s new wardrobe: Rebalancing diversity of animal models in neuroscience research

(2017) Michael M. Yartsev   SCIENCE

Could a Neuroscientist Understand a Microprocessor?

(2017) Eric Jonas et al.   PLoS Computational Biology

Mu-ming Poo: China Brain Project and the future of Chinese neuroscience

(2017) Ling Wang   National Science Review

Comparative approaches to cortical microcircuits

(2016) Mike Hemberger et al.   CURRENT OPINION IN NEUROBIOLOGY

Neural modelling: Abstractions of the mind

(2016) Kelly Rae Chi   NATURE

A better way to crack the brain

(2016) Zachary F. Mainen et al.   NATURE

The dark side of the human genome

(2016) Kelly Rae Chi   NATURE

A multi-modal parcellation of human cerebral cortex

(2016) Matthew F. Glasser et al.   NATURE

Natural speech reveals the semantic maps that tile human cerebral cortex

(2016) Alexander G. Huth et al.   NATURE

Worldwide initiatives to advance brain research

(2016) Sten Grillner et al.   NATURE NEUROSCIENCE

Inferring cortical function in the mouse visual system through large-scale systems neuroscience

(2016) Michael Hawrylycz et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Cluster failure: Why fMRI inferences for spatial extent have inflated false-positive rates

(2016) Anders Eklund et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

fMRI at High Spatial Resolution: Implications for BOLD-Models

(2016) Jozien Goense et al.   Frontiers in Computational Neuroscience

Stimulus-Driven Population Activity Patterns in Macaque Primary Visual Cortex

(2016) Benjamin R. Cowley et al.   PLoS Computational Biology

Reconstruction and Simulation of Neocortical Microcircuitry

(2015) Henry Markram et al.   CELL

Looking for the roots of cortical sensory computation in three-layered cortices

(2015) Julien Fournier et al.   CURRENT OPINION IN NEUROBIOLOGY

Large-scale imaging in small brains

(2015) Misha B Ahrens et al.   CURRENT OPINION IN NEUROBIOLOGY

All-Optical Interrogation of Neural Circuits

(2015) V. Emiliani et al.   JOURNAL OF NEUROSCIENCE

Deep learning

(2015) Yann LeCun et al.   NATURE

Cortical Correlates of Low-Level Perception: From Neural Circuits to Percepts

(2015) Yves Frégnac et al.   NEURON

The Mutual Inspirations of Machine Learning and Neuroscience

(2015) Moritz Helmstaedter   NEURON

A Primer on Pattern-Based Approaches to fMRI: Principles, Pitfalls, and Perspectives

(2015) John-Dylan Haynes   NEURON

The marmoset monkey as a model for visual neuroscience

(2015) Jude F. Mitchell et al.   NEUROSCIENCE RESEARCH

The BRAIN Initiative: developing technology to catalyse neuroscience discovery

(2015) L. A. Jorgenson et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

It takes the world to understand the brain

(2015) Z. J. Huang et al.   SCIENCE

Trouble in Mind

(2015) Stefan Theil   SCIENTIFIC AMERICAN

Neural control of brain state

(2014) Edward Zagha et al.   CURRENT OPINION IN NEUROBIOLOGY

Deficient approaches to human neuroimaging

(2014) Johannes Stelzer et al.   Frontiers in Human Neuroscience

Big data, open science and the brain: lessons learned from genomics

(2014) Suparna Choudhury et al.   Frontiers in Human Neuroscience

Hidden Complexity of Synaptic Receptive Fields in Cat V1

(2014) J. Fournier et al.   JOURNAL OF NEUROSCIENCE

Neurovascular Coupling and Decoupling in the Cortex during Voluntary Locomotion

(2014) B.-X. Huo et al.   JOURNAL OF NEUROSCIENCE

Marmosets are stars of Japan’s ambitious brain project

(2014) David Cyranoski   NATURE

Neuroscience: Where is the brain in the Human Brain Project?

(2014) Yves Frégnac et al.   NATURE

Simultaneous all-optical manipulation and recording of neural circuit activity with cellular resolution in vivo

(2014) Adam M Packer et al.   NATURE METHODS

Big behavioral data: psychology, ethology and the foundations of neuroscience

(2014) Alex Gomez-Marin et al.   NATURE NEUROSCIENCE

Putting big data to good use in neuroscience

(2014) Terrence J Sejnowski et al.   NATURE NEUROSCIENCE

Dimensionality reduction for large-scale neural recordings

(2014) John P Cunningham et al.   NATURE NEUROSCIENCE

Big data from small data: data-sharing in the 'long tail' of neuroscience

(2014) Adam R Ferguson et al.   NATURE NEUROSCIENCE

Whole-Brain Activity Maps Reveal Stereotyped, Distributed Networks for Visuomotor Behavior

(2014) Ruben Portugues et al.   NEURON

The Big Data Problem: Turning Maps into Knowledge

(2014) Florian Engert   NEURON

Toward a Science of Computational Ethology

(2014) David J. Anderson et al.   NEURON

Discovery of Brainwide Neural-Behavioral Maps via Multiscale Unsupervised Structure Learning

(2014) J. T. Vogelstein et al.   SCIENCE

Characterizing the dynamics of mental representations: the temporal generalization method

(2014) J-R. King et al.   TRENDS IN COGNITIVE SCIENCES

Local versus global scales of organization in auditory cortex

(2014) Patrick O. Kanold et al.   TRENDS IN NEUROSCIENCES

Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition

(2014) Charles F. Cadieu et al.   PLoS Computational Biology

BRAIN Initiative and Human Brain Project: Hopes and Reservations

(2013)   CELL

The use and abuse of large-scale brain models

(2013) Chris Eliasmith et al.   CURRENT OPINION IN NEUROBIOLOGY

Rats maintain an overhead binocular field at the expense of constant fusion

(2013) Damian J. Wallace et al.   NATURE

Behind the scenes of a brain-mapping moon shot

(2013) Meredith Wadman   NATURE

Neuroscience: Through the eyes of a mouse

(2013) Monya Baker   NATURE

From the connectome to brain function

(2013) Cornelia I Bargmann et al.   NATURE METHODS

New insights into the classification and nomenclature of cortical GABAergic interneurons

(2013) Javier DeFelipe et al.   NATURE REVIEWS NEUROSCIENCE

Neuroscience thinks big (and collaboratively)

(2013) Eric R. Kandel et al.   NATURE REVIEWS NEUROSCIENCE

Engineering Approaches to Illuminating Brain Structure and Dynamics

(2013) Karl Deisseroth et al.   NEURON

High-throughput imaging of neuronal activity in Caenorhabditis elegans

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

Animation of natural scene by virtual eye-movements evokes high precision and low noise in V1 neurons

(2013) Pierre Baudot et al.   Frontiers in Neural Circuits

Beyond the connectome: How neuromodulators shape neural circuits

(2012) Cornelia I. Bargmann   BIOESSAYS

Behavioral architecture of the cortical sheet

(2012) Rodney J. Douglas et al.   CURRENT BIOLOGY

Observatories of the mind

(2012) Christof Koch et al.   NATURE

From circuits to behavior: a bridge too far?

(2012) Matteo Carandini   NATURE NEUROSCIENCE

The Brain Activity Map Project and the Challenge of Functional Connectomics

(2012) A. Paul Alivisatos et al.   NEURON

Whole-brain, time-locked activation with simple tasks revealed using massive averaging and model-free analysis

(2012) J. Gonzalez-Castillo et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A Large-Scale Model of the Functioning Brain

(2012) C. Eliasmith et al.   SCIENCE

The Human Brain Project

(2012) Henry Markram   SCIENTIFIC AMERICAN

Mapping the Connectome: Multi-Level Analysis of Brain Connectivity

(2012) Trygve B. Leergaard et al.   Frontiers in Neuroinformatics

Adaptation of the simple or complex nature of V1 receptive fields to visual statistics

(2011) Julien Fournier et al.   NATURE NEUROSCIENCE

Experimental and Theoretical Approaches to Conscious Processing

(2011) Stanislas Dehaene et al.   NEURON

A theory of biological relativity: no privileged level of causation

(2011) D. Noble   Interface Focus

Parallel processing of visual space by neighboring neurons in mouse visual cortex

(2010) Spencer L Smith et al.   NATURE NEUROSCIENCE

The free-energy principle: a unified brain theory?

(2010) Karl Friston   NATURE REVIEWS NEUROSCIENCE

Modulation of Visual Responses by Behavioral State in Mouse Visual Cortex

(2010) Cristopher M. Niell et al.   NEURON

Neural basis of global resting-state fMRI activity

(2010) M. L. Scholvinck et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Anticipatory haemodynamic signals in sensory cortex not predicted by local neuronal activity

(2009) Yevgeniy B. Sirotin et al.   NATURE

The economy of promises

(2008) Richard Jones   Nature Nanotechnology

Petilla terminology: nomenclature of features of GABAergic interneurons of the cerebral cortex

(2008)   NATURE REVIEWS NEUROSCIENCE

Large-scale model of mammalian thalamocortical systems

(2008) E. M. Izhikevich et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

NEUROSCIENCE: Transient Dynamics for Neural Processing

(2008) M. Rabinovich et al.   SCIENCE

The Dynamic Brain: From Spiking Neurons to Neural Masses and Cortical Fields

(2008) Gustavo Deco et al.   PLoS Computational Biology

In vitro and in vivo measures of evoked excitatory and inhibitory conductance dynamics in sensory cortices

(2007) C. Monier et al.   JOURNAL OF NEUROSCIENCE METHODS