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

Y Frégnac - Science, 2017 - science.org
New technologies in neuroscience generate reams of data at an exponentially increasing
rate, spurring the design of very-large-scale data-mining initiatives. Several supranational …

[HTML][HTML] Cortical correlates of low-level perception: from neural circuits to percepts

Y Frégnac, B Bathellier - Neuron, 2015 - cell.com
Low-level perception results from neural-based computations, which build a multimodal
skeleton of unconscious or self-generated inferences on our environment. This review …

Jointly reduced inhibition and excitation underlies circuit-wide changes in cortical processing in Rett syndrome

A Banerjee, RV Rikhye… - Proceedings of the …, 2016 - National Acad Sciences
Rett syndrome (RTT) arises from loss-of-function mutations in methyl-CpG binding protein 2
gene (Mecp2), but fundamental aspects of its physiological mechanisms are unresolved …

Population code in mouse V1 facilitates readout of natural scenes through increased sparseness

E Froudarakis, P Berens, AS Ecker, RJ Cotton… - Nature …, 2014 - nature.com
Neural codes are believed to have adapted to the statistical properties of the natural
environment. However, the principles that govern the organization of ensemble activity in the …

[HTML][HTML] Bio-inspired computer vision: Towards a synergistic approach of artificial and biological vision

NVK Medathati, H Neumann, GS Masson… - computer vision and …, 2016 - Elsevier
Studies in biological vision have always been a great source of inspiration for design of
computer vision algorithms. In the past, several successful methods were designed with …

[HTML][HTML] Low-noise encoding of active touch by layer 4 in the somatosensory cortex

S Andrew Hires, DA Gutnisky, J Yu, DH O'Connor… - elife, 2015 - elifesciences.org
Cortical spike trains often appear noisy, with the timing and number of spikes varying across
repetitions of stimuli. Spiking variability can arise from internal (behavioral state, unreliable …

[HTML][HTML] Stable representation of a naturalistic movie emerges from episodic activity with gain variability

J Xia, TD Marks, MJ Goard, R Wessel - Nature communications, 2021 - nature.com
Visual cortical responses are known to be highly variable across trials within an
experimental session. However, the long-term stability of visual cortical responses is poorly …

Spatial correlations in natural scenes modulate response reliability in mouse visual cortex

RV Rikhye, M Sur - Journal of Neuroscience, 2015 - Soc Neuroscience
Intrinsic neuronal variability significantly limits information encoding in the primary visual
cortex (V1). Certain stimuli can suppress this intertrial variability to increase the reliability of …

The visual input to the retina during natural head-free fixation

M Aytekin, JD Victor, M Rucci - Journal of Neuroscience, 2014 - Soc Neuroscience
Head and eye movements incessantly modulate the luminance signals impinging onto the
retina during natural intersaccadic fixation. Yet, little is known about how these fixational …

[HTML][HTML] Spatial information in a non-retinotopic visual cortex

J Fournier, CM Müller, I Schneider, G Laurent - Neuron, 2018 - cell.com
Turtle dorsal cortex (dCx), a three-layered cortical area of the reptilian telencephalon,
receives inputs from the retina via the thalamic lateral geniculate nucleus and constitutes the …