Faculty profile
Jean ROUAT
Back to facultyThis profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a Université de Sherbrooke directory, so their courses may be missing. Find their university profile.
Latest papers
The connectivity degree controls the difficulty in reservoir design of random boolean networks.
Frontiers in computational neuroscience · 2024 · senior author
Learning to see via epiretinal implant stimulationin silicowith model-based deep reinforcement learning.
Biomedical physics & engineering express · 2024
Structural plasticity for neuromorphic networks with electropolymerized dendritic PEDOT connections.
Nature communications · 2023
Latest funding
- $466,750
Speech and audio coding for immersive interactions
NSERC · 2023 · Co-investigator
- $82,000
Algorithms and Evaluation for Neuromorphic Multimodal Assistive Systems
NSERC · 2023 · Principal investigator
- $144,000
Scene interpretation for sensory substitution and intelligent agents: a neurocomputational approach
NSERC · 2017 · Principal investigator
17 publications.
The connectivity degree controls the difficulty in reservoir design of random boolean networks.
Calvet E, Reulet B, Rouat J
Learning to see via epiretinal implant stimulationin silicowith model-based deep reinforcement learning.
Lavoie J, Besrour M, Lemaire W, Rouat J, Fontaine R, Plourde E
Structural plasticity for neuromorphic networks with electropolymerized dendritic PEDOT connections.
Janzakova K, Balafrej I, Kumar A, Garg N, Scholaert C, Rouat J, Drouin D, Coffinier Y, Pecqueur S, Alibart F
Excitatory/inhibitory balance emerges as a key factor for RBN performance, overriding attractor dynamics.
Calvet E, Rouat J, Reulet B
Voltage-dependent synaptic plasticity: Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential.
Garg N, Balafrej I, Stewart TC, Portal JM, Bocquet M, Querlioz D, Drouin D, Rouat J, Beilliard Y, Alibart F
A frequency-band coupling model of EEG signals can capture features from an input audio stimulus.
Moinnereau MA, Rouat J, Whittingstall K, Plourde E
Sound Induces Change in Orientation Preference of V1 Neurons: Audio-Visual Cross-Influence.
Chanauria N, Bharmauria V, Bachatene L, Cattan S, Rouat J, Molotchnikoff S
Comparative effects of adaptation on layers II-III and V-VI neurons in cat V1.
Chanauria N, Bharmauria V, Bachatene L, Cattan S, Rouat J, Molotchnikoff S
Interplay of orientation selectivity and the power of low- and high-gamma bands in the cat primary visual cortex.
Bharmauria V, Bachatene L, Ouelhazi A, Cattan S, Chanauria N, Etindele-Sosso FA, Rouat J, Molotchnikoff S
High noise correlation between the functionally connected neurons in emergent V1 microcircuits.
Bharmauria V, Bachatene L, Cattan S, Chanauria N, Rouat J, Molotchnikoff S
Speech and audio coding for immersive interactions
Principal investigators: Gournay, Philippe P
Keywords: immersive technologies; interactive technologies; low bitrate; low complexity; low latency; machine learning and neural networks; neuromorphic computing; speech and audio coding
Algorithms and Evaluation for Neuromorphic Multimodal Assistive Systems
Principal investigators: ROUAT, Jean
Keywords: neuromorphic computing; signal to spike conversions; plasticity learning and initialization; audition & vision; neuromorphic algorithms evaluation; sensory substitution; multimodal features & representations; low energy smart devices; neural networks; machine learning
Scene interpretation for sensory substitution and intelligent agents: a neurocomputational approach
Principal investigators: ROUAT, Jean
Analyse et traitement objet des signaux pour des applications en interfaces homme/machine
Principal investigators: Rouat, Jean
Expérimentation d'un réseau acoustique télécommandé de détection, identification et localisation automatisées de rorquals en temps réel.
Principal investigators: Simard, Yvan
Robust signal analysis and recognition techiques for man-machine interaction
Principal investigators: Rouat, Jean
Image processing with a neuro-computational dynamic link matcher
Principal investigators: Rouat, Jean
Auditory signal & image processing, Control and Robotics, with a neuro- computational dynamic link matcher
Principal investigators: Rouat, Jean
Robust speech analysis and recognition technics for man-machine interaction
Principal investigators: Rouat, Jean
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Dominique Drouin and Fabien Alibart: 6 shared papers
- Dominique Drouin and Yann Beilliard: 6 shared papers
- Fabien Alibart and Yann Beilliard: 5 shared papers
- Eric Plourde and Jean ROUAT: 2 shared papers
- Dominique Drouin and Jean ROUAT: 2 shared papers
- Fabien Alibart and Jean ROUAT: 2 shared papers
- Kevin Whittingstall and Eric Plourde: 1 shared paper
- Kevin Whittingstall and Jean ROUAT: 1 shared paper
- Yann Beilliard and Jean ROUAT: 1 shared paper
- Génie électrique et génie informatique
- Obstétrique et gynécologie
Co-authors at Université de Sherbrooke, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Eric Plourde
Génie électrique et génie informatique
2 shared papers, latest 2024
Dominique Drouin
Génie électrique et génie informatique
2 shared papers, latest 2023
Fabien Alibart
Génie électrique et génie informatique
2 shared papers, latest 2023
Kevin Whittingstall
Obstétrique et gynécologie
1 shared papers, latest 2020
Yann Beilliard
Génie électrique et génie informatique
1 shared papers, latest 2022
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