High-fidelity phase and amplitude control of phase-only computer generated holograms using conjugate gradient minimisation

…, V Chardonnet, C De Groot, SJ Denny, G Le Goc… - Optics express, 2017 - opg.optica.org
We demonstrate simultaneous control of both the phase and amplitude of light using a
conjugate gradient minimisation-based hologram calculation technique and a single phase-only …

Magnetic actuation of otoliths allows behavioral and brain-wide neuronal exploration of vestibulo-motor processing in larval zebrafish

…, H Moulle, T Pujol, T Panier, G Migault, G Le Goc… - Current Biology, 2023 - cell.com
The vestibular system in the inner ear plays a central role in sensorimotor control by informing
the brain about the orientation and acceleration of the head. However, most experiments …

Neural assemblies uncovered by generative modeling explain whole-brain activity statistics and reflect structural connectivity

TL van der Plas, J Tubiana, G Le Goc, G Migault… - Elife, 2023 - elifesciences.org
Patterns of endogenous activity in the brain reflect a stochastic exploration of the neuronal
state space that is constrained by the underlying assembly organization of neurons. Yet, it …

From behavior to circuit modeling of light-seeking navigation in zebrafish larvae

S Karpenko, S Wolf, J Lafaye, G Le Goc, T Panier… - Elife, 2020 - elifesciences.org
Bridging brain-scale circuit dynamics and organism-scale behavior is a central challenge in
neuroscience. It requires the concurrent development of minimal behavioral and neural …

Emergence of time persistence in a data-driven neural network model

S Wolf, G Le Goc, G Debrégeas, S Cocco, R Monasson - Elife, 2023 - elifesciences.org
Establishing accurate as well as interpretable models of network activity is an open
challenge in systems neuroscience. Here, we infer an energy-based model of the anterior …

[HTML][HTML] Thermal modulation of Zebrafish exploratory statistics reveals constraints on individual behavioral variability

GL Goc, J Lafaye, S Karpenko, V Bormuth, R Candelier… - BMC biology, 2021 - Springer
Background Variability is a hallmark of animal behavior. It contributes to survival by endowing
individuals and populations with the capacity to adapt to ever-changing environmental …

[PDF][PDF] Compositional restricted Boltzmann machines unveil the brain-wide organization of neural assemblies

TL van der Plas, J Tubiana, G Le Goc, G Migault… - …, 2021 - pdfs.semanticscholar.org
Patterns of endogenous activity in the brain reflect a stochastic exploration of the neuronal
state space that is constrained by the underlying assembly organization of neurons. Yet it …

[PDF][PDF] Neural assemblies uncovered by generative modeling explain whole-brain activity statistics and reflect structural connectivity

TL Plas, J Tubiana, GL Goc, G Migault, M Kunst… - 2023 - repository.ubn.ru.nl
Patterns of endogenous activity in the brain reflect a stochastic exploration of the neuronal
state space that is constrained by the underlying assembly organization of neurons. Yet, it …

From behavior to circuit modeling of light-seeking navigation in zebrafish larvae

S Karpenko, S Wolf, J Lafaye, GL Goc, T Panier… - bioRxiv, 2019 - biorxiv.org
Bridging brain-scale circuit dynamics and organism-scale behavior is a central challenge in
neuroscience. It requires the concurrent development of minimal behavioral and neural …

Gaussian processes for autonomous data acquisition at large-scale synchrotron and neutron facilities

…, S Lee, L Chen, E Rotenberg, T Weber, YL Goc… - Nature Reviews …, 2021 - nature.com
The execution and analysis of complex experiments are challenged by the vast dimensionality
of the underlying parameter spaces. Although an increase in data-acquisition rates …