Pavan P Ramdya

Editer le profil

pavan.ramdya@epfl.ch +41 21 693 69 60 https://ramdya-lab.epfl.ch/

Nationalité: USA

https://orcid.org/0000-0001-5425-4610

Linkedin ID

+41 21 693 69 60
EPFL > SV > SV-SSV > SSV-ENS

Web site: Site web: https://sv.epfl.ch/education

EPFL SV BMI UPRAMDYA
AAB 1 05 (Bâtiment AAB)
Station 19
1015 Lausanne

+41 21 693 69 60
+41 21 693 40 74
Local: AAB 1 05
EPFL > SV > BMI > UPRAMDYA

Web site: Site web: https://ramdya-lab.epfl.ch

EPFL SV IBI-GE
AAB 1 05 (Bâtiment AAB)
Station 19
1015 Lausanne

+41 21 693 69 60
Local: AAB 1 05
EPFL > SV > IBI-SV > IBI-SV-GE

Web site: Site web: https://bioengineering.epfl.ch/

+41 21 693 69 60
EPFL > VPA-AVP-DLE > AVP-DLE-EDOC > EDBB-ENS

+41 21 693 69 60
EPFL > VPA-AVP-DLE > AVP-DLE-EDOC > EDNE-GE

Web site: Site web: https://go.epfl.ch/phd-edne

+41 21 693 69 60
EPFL > VPA-AVP-DLE > AVP-DLE-EDOC > EDNE-ENS

Web site: Site web: https://go.epfl.ch/edne

+41 21 693 69 60
EPFL > VPA > VPA-FAC > CPR

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Données administratives

Publications

Publications Infoscience

Infoscience

Modeling conditional distributions of neural and behavioral data with masked variational autoencoders

A. Schulz; J. Vetter; R. Gao; D. Morales; V. Lobato-Rios et al.

Cell Reports. 2025. DOI : 10.1016/j.celrep.2025.115338.

Notice détaillée

An integrative computational modeling approach for Drosophila motor control

P. G. Ozdil / P. P. Ramdya; A. Ijspeert (Dir.)

Lausanne, EPFL, 2025. DOI : 10.5075/epfl-thesis-10986.

Notice détaillée

NeuroMechFly v2: simulating embodied sensorimotor control in adult <i>Drosophila</i>

S. Wang; V. A. Stimpfling; T. K. C. Lam; P. G. Ozdil; L. Genoud et al.

NATURE METHODS. 2024. DOI : 10.1038/s41592-024-02497-y.

Notice détaillée

Descending networks transform command signals into population motor control

J. Braun; F. I. Hurtak; S. Wang-Chen; P. Ramdya

Nature. 2024. DOI : 10.1038/s41586-024-07523-9.

Notice détaillée

Uncovering interactions between Descending Neurons as a functional principle of behavioural control

J. F. Braun / P. P. Ramdya (Dir.)

Lausanne, EPFL, 2024. DOI : 10.5075/epfl-thesis-10712.

Notice détaillée

Neural mechanisms of learned sociability in Drosophila

V. Lobato Rios / P. P. Ramdya (Dir.)

Lausanne, EPFL, 2024. DOI : 10.5075/epfl-thesis-10042.

Notice détaillée

The neuromechanics of animal locomotion: From biology to robotics and back

P. Ramdya; A. J. Ijspeert

Science Robotics. 2023. DOI : 10.1126/scirobotics.adg0279.

Notice détaillée

Ascending neurons convey behavioral state to integrative sensory and action selection brain regions

C.-L. Chen; F. Aymanns; R. Minegishi; V. D. V. Matsuda; N. Talabot et al.

Nature Neuroscience. 2023. DOI : 10.1038/s41593-023-01281-z.

Notice détaillée

Overcoming the Domain Gap in Neural Action Representations

S. Guenel; F. Aymanns; S. Honari; P. Ramdya; P. Fua

International Journal Of Computer Vision. 2022. DOI : 10.1007/s11263-022-01713-6.

Notice détaillée

Descending neuron population dynamics during odor-evoked and spontaneous limb-dependent behaviors

F. Aymanns; C.-L. Chen; P. Ramdya

Elife. 2022. DOI : 10.7554/eLife.81527.

Notice détaillée

Microengineered devices enable long-term imaging of the ventral nerve cord in behaving adult Drosophila

L. Hermans; M. Kaynak; J. Braun; V. L. Rios; C.-L. Chen et al.

Nature Communications. 2022. DOI : 10.1038/s41467-022-32571-y.

Notice détaillée

NeuroMechFly, a neuromechanical model of adult Drosophila melanogaster

V. Lobato-Rios; S. T. Ramalingasetty; P. G. Ozdil; J. Arreguit; A. J. Ijspeert et al.

Nature Methods. 2022. DOI : 10.1038/s41592-022-01466-7.

Notice détaillée

NeuroMechFly: an integrative simulation testbed for studying Drosophila behavioral control

V. L. Rios; P. Ramdya; B. de Bivort

Nature Methods. 2022. DOI : 10.1038/s41592-022-01411-8.

Notice détaillée

Connecting the dots in ethology: applying network theory to understand neural and animal collectives

A. Gosztolai; P. Ramdya

Current Opinion In Neurobiology. 2022. DOI : 10.1016/j.conb.2022.102532.

Notice détaillée

Uncovering the neural substrates of communication between the brain and ventral nerve cord in Drosophila melanogaster (italic)

F. Aymanns / P. P. Ramdya (Dir.)

Lausanne, EPFL, 2022. DOI : 10.5075/epfl-thesis-9476.

Notice détaillée

Using Animal Motion Capture to Learn Neural Representations

S. Günel / P. Fua; P. P. Ramdya (Dir.)

Lausanne, EPFL, 2022. DOI : 10.5075/epfl-thesis-9124.

Notice détaillée

Uncovering the neural encoding of behavior in the adult Drosophila motor system

C.-L. Chen / P. P. Ramdya (Dir.)

Lausanne, EPFL, 2022. DOI : 10.5075/epfl-thesis-8966.

Notice détaillée

Methods for acute and long-term imaging of the ventral nerve cord in behaving adult Drosophila

L. J. Hermans / P. P. Ramdya; M. S. Sakar (Dir.)

Lausanne, EPFL, 2022. DOI : 10.5075/epfl-thesis-9466.

Notice détaillée

LiftPose3D, a deep learning-based approach for transforming two-dimensional to three-dimensional poses in laboratory animals

A. Gosztolai; S. Gunel; V. Lobato-Rios; M. Pietro Abrate; D. Morales et al.

Nature Methods. 2021. DOI : 10.1038/s41592-021-01226-z.

Notice détaillée

Extensive and diverse patterns of cell death sculpt neural networks in insects

S. Pop; C.-L. Chen; C. J. Sproston; S. Kondo; P. Ramdya et al.

Elife. 2020. DOI : 10.7554/eLife.59566.

Notice détaillée

Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals

S. Li; S. Günel; M. Ostrek; P. P. Ramdya; P. Fua et al.

2020. Conference on Computer Vision and Pattern Recognition (CVPR). p. 13155 - 13165. DOI : 10.1109/CVPR42600.2020.01317.

Notice détaillée

Serotonergic Modulation of Walking in Drosophila

C. E. Howard; C.-L. Chen; T. Tabachnik; R. Hormigo; P. Ramdya et al.

Current Biology. 2019. DOI : 10.1016/j.cub.2019.10.042.

Notice détaillée

DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila

S. Günel; H. Rhodin; D. Morales; J. H. Campagnolo; P. Ramdya et al.

eLife. 2019. DOI : 10.7554/eLife.48571.

Notice détaillée

Imaging neural activity in the ventral nerve cord of behaving adult Drosophila

C.-L. Chen; L. Hermans; M. C. Viswanathan; D. Fortun; F. Aymanns et al.

Nature Communications. 2018. DOI : 10.1038/s41467-018-06857-z.

Notice détaillée

Climbing favours the tripod gait over alternative faster insect gaits

P. Ramdya; R. Thandiackal; R. Cherney; T. Asselborn; R. Benton et al.

Nature Communications. 2017. DOI : 10.1038/ncomms14494.

Notice détaillée

Mechanosensory interactions drive collective behaviour in Drosophila

P. Ramdya; P. Lichocki; S. Cruchet; L. Frisch; W. Tse et al.

Nature. 2015. DOI : 10.1038/nature14024.

Notice détaillée

Fluctuation-driven neural dynamics reproduce Drosophila locomotor patterns

A. Maesani; P. Ramdya; S. Cruchet; K. Gustafson; R. Benton et al.

Plos Computational Biology. 2015. DOI : 10.1371/journal.pcbi.1004577.

Notice détaillée

Fluorescence Behavioral Imaging (FBI) tracks identity in heterogeneous groups of Drosophila

P. P. Ramdya; T. Schaffter; D. Floreano; R. Benton

PLOS One. 2012. DOI : 10.1371/journal.pone.0048381.

Notice détaillée

Complementary Function and Integrated Wiring of the Evolutionarily Distinct Drosophila Olfactory Subsystems

A. F. Silbering; R. Rytz; Y. Grosjean; L. Abuin; P. Ramdya et al.

The Journal of neuroscience. 2011. DOI : 10.1523/JNEUROSCI.2360-11.2011.

Notice détaillée

Evolving olfactory systems on the fly

P. Ramdya; R. Benton

Trends In Genetics. 2010. DOI : 10.1016/j.tig.2010.04.004.

Notice détaillée

Modeling conditional distributions of neural and behavioral data with masked variational autoencoders

A. Schulz; J. Vetter; R. Gao; D. Morales; V. Lobato-Rios et al.

Cell Reports. 2025. DOI : 10.1016/j.celrep.2025.115338.

Notice détaillée

An integrative computational modeling approach for Drosophila motor control

P. G. Ozdil / P. P. Ramdya; A. Ijspeert (Dir.)

Lausanne, EPFL, 2025. DOI : 10.5075/epfl-thesis-10986.

Notice détaillée

NeuroMechFly v2: simulating embodied sensorimotor control in adult <i>Drosophila</i>

S. Wang; V. A. Stimpfling; T. K. C. Lam; P. G. Ozdil; L. Genoud et al.

NATURE METHODS. 2024. DOI : 10.1038/s41592-024-02497-y.

Notice détaillée

Descending networks transform command signals into population motor control

J. Braun; F. I. Hurtak; S. Wang-Chen; P. Ramdya

Nature. 2024. DOI : 10.1038/s41586-024-07523-9.

Notice détaillée

Uncovering interactions between Descending Neurons as a functional principle of behavioural control

J. F. Braun / P. P. Ramdya (Dir.)

Lausanne, EPFL, 2024. DOI : 10.5075/epfl-thesis-10712.

Notice détaillée

Neural mechanisms of learned sociability in Drosophila

V. Lobato Rios / P. P. Ramdya (Dir.)

Lausanne, EPFL, 2024. DOI : 10.5075/epfl-thesis-10042.

Notice détaillée

The neuromechanics of animal locomotion: From biology to robotics and back

P. Ramdya; A. J. Ijspeert

Science Robotics. 2023. DOI : 10.1126/scirobotics.adg0279.

Notice détaillée

Ascending neurons convey behavioral state to integrative sensory and action selection brain regions

C.-L. Chen; F. Aymanns; R. Minegishi; V. D. V. Matsuda; N. Talabot et al.

Nature Neuroscience. 2023. DOI : 10.1038/s41593-023-01281-z.

Notice détaillée

Overcoming the Domain Gap in Neural Action Representations

S. Guenel; F. Aymanns; S. Honari; P. Ramdya; P. Fua

International Journal Of Computer Vision. 2022. DOI : 10.1007/s11263-022-01713-6.

Notice détaillée

Descending neuron population dynamics during odor-evoked and spontaneous limb-dependent behaviors

F. Aymanns; C.-L. Chen; P. Ramdya

Elife. 2022. DOI : 10.7554/eLife.81527.

Notice détaillée

Microengineered devices enable long-term imaging of the ventral nerve cord in behaving adult Drosophila

L. Hermans; M. Kaynak; J. Braun; V. L. Rios; C.-L. Chen et al.

Nature Communications. 2022. DOI : 10.1038/s41467-022-32571-y.

Notice détaillée

NeuroMechFly, a neuromechanical model of adult Drosophila melanogaster

V. Lobato-Rios; S. T. Ramalingasetty; P. G. Ozdil; J. Arreguit; A. J. Ijspeert et al.

Nature Methods. 2022. DOI : 10.1038/s41592-022-01466-7.

Notice détaillée

NeuroMechFly: an integrative simulation testbed for studying Drosophila behavioral control

V. L. Rios; P. Ramdya; B. de Bivort

Nature Methods. 2022. DOI : 10.1038/s41592-022-01411-8.

Notice détaillée

Connecting the dots in ethology: applying network theory to understand neural and animal collectives

A. Gosztolai; P. Ramdya

Current Opinion In Neurobiology. 2022. DOI : 10.1016/j.conb.2022.102532.

Notice détaillée

Uncovering the neural substrates of communication between the brain and ventral nerve cord in Drosophila melanogaster (italic)

F. Aymanns / P. P. Ramdya (Dir.)

Lausanne, EPFL, 2022. DOI : 10.5075/epfl-thesis-9476.

Notice détaillée

Using Animal Motion Capture to Learn Neural Representations

S. Günel / P. Fua; P. P. Ramdya (Dir.)

Lausanne, EPFL, 2022. DOI : 10.5075/epfl-thesis-9124.

Notice détaillée

Uncovering the neural encoding of behavior in the adult Drosophila motor system

C.-L. Chen / P. P. Ramdya (Dir.)

Lausanne, EPFL, 2022. DOI : 10.5075/epfl-thesis-8966.

Notice détaillée

Methods for acute and long-term imaging of the ventral nerve cord in behaving adult Drosophila

L. J. Hermans / P. P. Ramdya; M. S. Sakar (Dir.)

Lausanne, EPFL, 2022. DOI : 10.5075/epfl-thesis-9466.

Notice détaillée

LiftPose3D, a deep learning-based approach for transforming two-dimensional to three-dimensional poses in laboratory animals

A. Gosztolai; S. Gunel; V. Lobato-Rios; M. Pietro Abrate; D. Morales et al.

Nature Methods. 2021. DOI : 10.1038/s41592-021-01226-z.

Notice détaillée

Extensive and diverse patterns of cell death sculpt neural networks in insects

S. Pop; C.-L. Chen; C. J. Sproston; S. Kondo; P. Ramdya et al.

Elife. 2020. DOI : 10.7554/eLife.59566.

Notice détaillée

Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals

S. Li; S. Günel; M. Ostrek; P. P. Ramdya; P. Fua et al.

2020. Conference on Computer Vision and Pattern Recognition (CVPR). p. 13155 - 13165. DOI : 10.1109/CVPR42600.2020.01317.

Notice détaillée

Serotonergic Modulation of Walking in Drosophila

C. E. Howard; C.-L. Chen; T. Tabachnik; R. Hormigo; P. Ramdya et al.

Current Biology. 2019. DOI : 10.1016/j.cub.2019.10.042.

Notice détaillée

DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila

S. Günel; H. Rhodin; D. Morales; J. H. Campagnolo; P. Ramdya et al.

eLife. 2019. DOI : 10.7554/eLife.48571.

Notice détaillée

Imaging neural activity in the ventral nerve cord of behaving adult Drosophila

C.-L. Chen; L. Hermans; M. C. Viswanathan; D. Fortun; F. Aymanns et al.

Nature Communications. 2018. DOI : 10.1038/s41467-018-06857-z.

Notice détaillée

Climbing favours the tripod gait over alternative faster insect gaits

P. Ramdya; R. Thandiackal; R. Cherney; T. Asselborn; R. Benton et al.

Nature Communications. 2017. DOI : 10.1038/ncomms14494.

Notice détaillée

Mechanosensory interactions drive collective behaviour in Drosophila

P. Ramdya; P. Lichocki; S. Cruchet; L. Frisch; W. Tse et al.

Nature. 2015. DOI : 10.1038/nature14024.

Notice détaillée

Fluctuation-driven neural dynamics reproduce Drosophila locomotor patterns

A. Maesani; P. Ramdya; S. Cruchet; K. Gustafson; R. Benton et al.

Plos Computational Biology. 2015. DOI : 10.1371/journal.pcbi.1004577.

Notice détaillée

Fluorescence Behavioral Imaging (FBI) tracks identity in heterogeneous groups of Drosophila

P. P. Ramdya; T. Schaffter; D. Floreano; R. Benton

PLOS One. 2012. DOI : 10.1371/journal.pone.0048381.

Notice détaillée

Complementary Function and Integrated Wiring of the Evolutionarily Distinct Drosophila Olfactory Subsystems

A. F. Silbering; R. Rytz; Y. Grosjean; L. Abuin; P. Ramdya et al.

The Journal of neuroscience. 2011. DOI : 10.1523/JNEUROSCI.2360-11.2011.

Notice détaillée

Evolving olfactory systems on the fly

P. Ramdya; R. Benton

Trends In Genetics. 2010. DOI : 10.1016/j.tig.2010.04.004.

Notice détaillée

Enseignement & Phd

Enseignement

Life Sciences Engineering

Doctorants

Dall'Osto Dominic, Hurtak Femke Imreh, Lam Thomas Ka Chung, Stimpfling Victor Alfred, Wang Sibo,

A dirigé les thèses EPFL de

Aymanns Florian , Braun Jonas Friedrich , Chen Chin-Lin , Günel Semih , Hermans Laura Joan , Lobato Rios Victor , Ozdil Pembe Gizem ,

Pavan P Ramdya

Publications

Publications Infoscience

Infoscience

Modeling conditional distributions of neural and behavioral data with masked variational autoencoders

An integrative computational modeling approach for Drosophila motor control

NeuroMechFly v2: simulating embodied sensorimotor control in adult <i>Drosophila</i>

Descending networks transform command signals into population motor control

Uncovering interactions between Descending Neurons as a functional principle of behavioural control

Neural mechanisms of learned sociability in Drosophila

The neuromechanics of animal locomotion: From biology to robotics and back

Ascending neurons convey behavioral state to integrative sensory and action selection brain regions

Overcoming the Domain Gap in Neural Action Representations

Descending neuron population dynamics during odor-evoked and spontaneous limb-dependent behaviors

Microengineered devices enable long-term imaging of the ventral nerve cord in behaving adult Drosophila

NeuroMechFly, a neuromechanical model of adult Drosophila melanogaster

NeuroMechFly: an integrative simulation testbed for studying Drosophila behavioral control

Connecting the dots in ethology: applying network theory to understand neural and animal collectives

Uncovering the neural substrates of communication between the brain and ventral nerve cord in Drosophila melanogaster (italic)

Using Animal Motion Capture to Learn Neural Representations

Uncovering the neural encoding of behavior in the adult Drosophila motor system

Methods for acute and long-term imaging of the ventral nerve cord in behaving adult Drosophila

LiftPose3D, a deep learning-based approach for transforming two-dimensional to three-dimensional poses in laboratory animals

Extensive and diverse patterns of cell death sculpt neural networks in insects

Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals

Serotonergic Modulation of Walking in Drosophila

DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila

Imaging neural activity in the ventral nerve cord of behaving adult Drosophila

Climbing favours the tripod gait over alternative faster insect gaits

Mechanosensory interactions drive collective behaviour in Drosophila

Fluctuation-driven neural dynamics reproduce Drosophila locomotor patterns

Fluorescence Behavioral Imaging (FBI) tracks identity in heterogeneous groups of Drosophila

Complementary Function and Integrated Wiring of the Evolutionarily Distinct Drosophila Olfactory Subsystems

Evolving olfactory systems on the fly

Modeling conditional distributions of neural and behavioral data with masked variational autoencoders

An integrative computational modeling approach for Drosophila motor control

NeuroMechFly v2: simulating embodied sensorimotor control in adult <i>Drosophila</i>

Descending networks transform command signals into population motor control

Uncovering interactions between Descending Neurons as a functional principle of behavioural control

Neural mechanisms of learned sociability in Drosophila

The neuromechanics of animal locomotion: From biology to robotics and back

Ascending neurons convey behavioral state to integrative sensory and action selection brain regions

Overcoming the Domain Gap in Neural Action Representations

Descending neuron population dynamics during odor-evoked and spontaneous limb-dependent behaviors

Microengineered devices enable long-term imaging of the ventral nerve cord in behaving adult Drosophila

NeuroMechFly, a neuromechanical model of adult Drosophila melanogaster

NeuroMechFly: an integrative simulation testbed for studying Drosophila behavioral control

Connecting the dots in ethology: applying network theory to understand neural and animal collectives

Uncovering the neural substrates of communication between the brain and ventral nerve cord in Drosophila melanogaster (italic)

Using Animal Motion Capture to Learn Neural Representations

Uncovering the neural encoding of behavior in the adult Drosophila motor system

Methods for acute and long-term imaging of the ventral nerve cord in behaving adult Drosophila

LiftPose3D, a deep learning-based approach for transforming two-dimensional to three-dimensional poses in laboratory animals

Extensive and diverse patterns of cell death sculpt neural networks in insects

Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals

Serotonergic Modulation of Walking in Drosophila

DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila

Imaging neural activity in the ventral nerve cord of behaving adult Drosophila

Climbing favours the tripod gait over alternative faster insect gaits

Mechanosensory interactions drive collective behaviour in Drosophila

Fluctuation-driven neural dynamics reproduce Drosophila locomotor patterns

Fluorescence Behavioral Imaging (FBI) tracks identity in heterogeneous groups of Drosophila

Complementary Function and Integrated Wiring of the Evolutionarily Distinct Drosophila Olfactory Subsystems

Evolving olfactory systems on the fly

Enseignement & Phd

Enseignement

Doctorants

A dirigé les thèses EPFL de

Cours

Planning your scientific journey

Controlling behavior in animals and robots

Python Bootcamp

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