M G Perich

Affiliations

University of Geneva, Geneva, Switzerland.

ORCID: 0000-0001-9800-2386

Publications (17)

Small, correlated changes in synaptic connectivity may facilitate rapid motor learning.

Nature communications

Avec: Barbara Feulner , Matthew G Perich , Raeed H Chowdhury , Lee E Miller , Juan A Gallego , Claudia Clopath

Expressivity of Neural Networks with Random Weights and Learned Biases.

ArXiv

Avec: Ezekiel Williams , Avery Hee-Woon Ryoo , Thomas Jiralerspong , Alexandre Payeur , Matthew G Perich , Luca Mazzucato , Guillaume Lajoie

Motor cortex latent dynamics encode arm movement direction and urgency independently.

bioRxiv : the preprint server for biology

Avec: Andrea Colins Rodriguez , Matthew G Perich , Lee Miller , Mark D Humphries

A spinal cord neuroprosthesis for locomotor deficits due to Parkinson's disease.

Nature medicine

Avec: Tomislav Milekovic , Eduardo Martin Moraud , Nicolo Macellari , Charlotte Moerman , Flavio Raschellà , Shiqi Sun , Matthew G Perich , Camille Varescon , Robin Demesmaeker , Alice Bruel , Léa N Bole-Feysot , Giuseppe Schiavone , Elvira Pirondini , Cheng YunLong , Li Hao , Andrea Galvez , Sergio Daniel Hernandez-Charpak , Gregory Dumont , Jimmy Ravier , Camille G Le Goff-Mignardot , Jean-Baptiste Mignardot , Gaia Carparelli , Cathal Harte , Nicolas Hankov , Viviana Aureli , Anne Watrin , Hendrik Lambert , David Borton , Jean Laurens , Isabelle Vollenweider , Simon Borgognon , François Bourre , Michel Goillandeau , Wai Kin D Ko , Laurent Petit , Qin Li , Rik Buschman , Nicholas Buse , Maria Yaroshinsky , Jean-Baptiste Ledoux , Fabio Becce , Mayté Castro Jimenez , Julien F Bally , Timothy Denison , Dominique Guehl , Auke Ijspeert , Marco Capogrosso , Jordan W Squair , Leonie Asboth , Philip A Starr , Doris D Wang , Stéphanie P Lacour , Silvestro Micera , Chuan Qin , Jocelyne Bloch , Erwan Bezard , G Courtine

Machine Learning for Neural Decoding.

eNeuro

Avec: Joshua I Glaser , Ari S Benjamin , Raeed H Chowdhury , Matthew G Perich , Lee E Miller , Konrad P Kording

Epidural electrical stimulation of the cervical dorsal roots restores voluntary upper limb control in paralyzed monkeys.

Nature neuroscience

Avec: Beatrice Barra , Sara Conti , Matthew G Perich , Katie Zhuang , Giuseppe Schiavone , Florian Fallegger , Katia Galan , Nicholas D James , Quentin Barraud , Maude Delacombaz , Mélanie Kaeser , Eric M Rouiller , Tomislav Milekovic , Stephanie Lacour , Jocelyne Bloch , Grégoire Courtine , Marco Capogrosso

Rapid adaptation of brain-computer interfaces to new neuronal ensembles or participants via generative modelling.

Nature biomedical engineering

Avec: Shixian Wen , Allen Yin , Tommaso Furlanello , M G Perich , L E Miller , Laurent Itti

bioRxiv : the preprint server for biology

Avec: Joanna C Chang , Matthew G Perich , Lee E Miller , Juan A Gallego , Claudia Clopath

A Unified, Scalable Framework for Neural Population Decoding.

ArXiv

Avec: Mehdi Azabou , Vinam Arora , Venkataramana Ganesh , Ximeng Mao , Santosh Nachimuthu , Michael J Mendelson , Blake Richards , Matthew G Perich , Guillaume Lajoie , Eva L Dyer

Long-term stability of cortical population dynamics underlying consistent behavior.

Nature neuroscience

Avec: Juan A Gallego , Matthew G Perich , Raeed H Chowdhury , Sara A Solla , Lee E Miller

A versatile robotic platform for the design of natural, three-dimensional reaching and grasping tasks in monkeys.

Journal of neural engineering

Avec: B Barra , M Badi , M G Perich , S Conti , S S Mirrazavi Salehian , F Moreillon , A Bogaard , S Wurth , M Kaeser , P Passeraub , T Milekovic , A Billard , S Micera , M Capogrosso

Motor cortex latent dynamics encode spatial and temporal arm movement parameters independently.

The Journal of neuroscience : the official journal of the Society for Neuroscience

Avec: Andrea Colins Rodriguez , Matthew G Perich , Lee Miller , Mark D Humphries

Rethinking brain-wide interactions through multi-region 'network of networks' models.

Current opinion in neurobiology

Avec: Matthew G Perich , Kanaka Rajan

Local field potentials reflect cortical population dynamics in a region-specific and frequency-dependent manner.

eLife

Avec: Cecilia Gallego-Carracedo , Matthew G Perich , Raeed H Chowdhury , Lee E Miller , Juan Álvaro Gallego

Preserved neural dynamics across animals performing similar behaviour.

Nature

Avec: Mostafa Safaie , Joanna C Chang , Junchol Park , Lee E Miller , Joshua T Dudman , Matthew G Perich , Juan A Gallego

De novo motor learning creates structure in neural activity that shapes adaptation.

Nature communications

Avec: Joanna C Chang , Matthew G Perich , Lee E Miller , Juan A Gallego , Claudia Clopath

Nonlinear manifolds underlie neural population activity during behaviour.

bioRxiv : the preprint server for biology

Avec: Cátia Fortunato , Jorge Bennasar-Vázquez , Junchol Park , Joanna C Chang , Lee E Miller , Joshua T Dudman , Matthew G Perich , Juan A Gallego

Réseau de co-auteurs

Matthew G Perich 15 collaborations

Lee E Miller 8 collaborations

Juan A Gallego 6 collaborations

Raeed H Chowdhury 4 collaborations

Joanna C Chang 4 collaborations

Claudia Clopath 3 collaborations

Guillaume Lajoie 2 collaborations

Andrea Colins Rodriguez 2 collaborations

Lee Miller 2 collaborations

Mark D Humphries 2 collaborations

Tomislav Milekovic 2 collaborations

Giuseppe Schiavone 2 collaborations

Marco Capogrosso 2 collaborations

Jocelyne Bloch 2 collaborations

Junchol Park 2 collaborations

Joshua T Dudman 2 collaborations

Barbara Feulner 1 collaboration

Ezekiel Williams 1 collaboration

Avery Hee-Woon Ryoo 1 collaboration

Thomas Jiralerspong 1 collaboration

Alexandre Payeur 1 collaboration

Luca Mazzucato 1 collaboration

Eduardo Martin Moraud 1 collaboration

Nicolo Macellari 1 collaboration

Charlotte Moerman 1 collaboration

Flavio Raschellà 1 collaboration

Shiqi Sun 1 collaboration

Camille Varescon 1 collaboration

Robin Demesmaeker 1 collaboration

Alice Bruel 1 collaboration

Léa N Bole-Feysot 1 collaboration

Elvira Pirondini 1 collaboration

Cheng YunLong 1 collaboration

Li Hao 1 collaboration

Andrea Galvez 1 collaboration

Sergio Daniel Hernandez-Charpak 1 collaboration

Gregory Dumont 1 collaboration

Jimmy Ravier 1 collaboration

Camille G Le Goff-Mignardot 1 collaboration

Jean-Baptiste Mignardot 1 collaboration

Gaia Carparelli 1 collaboration

Cathal Harte 1 collaboration

Nicolas Hankov 1 collaboration

Viviana Aureli 1 collaboration

Anne Watrin 1 collaboration

Hendrik Lambert 1 collaboration

David Borton 1 collaboration

Jean Laurens 1 collaboration

Isabelle Vollenweider 1 collaboration

Simon Borgognon 1 collaboration

François Bourre 1 collaboration

Michel Goillandeau 1 collaboration

Wai Kin D Ko 1 collaboration

Laurent Petit 1 collaboration

Qin Li 1 collaboration

Rik Buschman 1 collaboration

Nicholas Buse 1 collaboration

Maria Yaroshinsky 1 collaboration

Jean-Baptiste Ledoux 1 collaboration

Fabio Becce 1 collaboration

Mayté Castro Jimenez 1 collaboration

Julien F Bally 1 collaboration

Timothy Denison 1 collaboration

Dominique Guehl 1 collaboration

Auke Ijspeert 1 collaboration

Jordan W Squair 1 collaboration

Leonie Asboth 1 collaboration

Philip A Starr 1 collaboration

Doris D Wang 1 collaboration

Stéphanie P Lacour 1 collaboration

Silvestro Micera 1 collaboration

Chuan Qin 1 collaboration

Erwan Bezard 1 collaboration

G Courtine 1 collaboration

Joshua I Glaser 1 collaboration

Ari S Benjamin 1 collaboration

Konrad P Kording 1 collaboration

Beatrice Barra 1 collaboration

Sara Conti 1 collaboration

Katie Zhuang 1 collaboration

Florian Fallegger 1 collaboration

Katia Galan 1 collaboration

Nicholas D James 1 collaboration

Quentin Barraud 1 collaboration

Maude Delacombaz 1 collaboration

Mélanie Kaeser 1 collaboration

Eric M Rouiller 1 collaboration

Stephanie Lacour 1 collaboration

Grégoire Courtine 1 collaboration

Shixian Wen 1 collaboration

Allen Yin 1 collaboration

Tommaso Furlanello 1 collaboration

L E Miller 1 collaboration

Laurent Itti 1 collaboration

Mehdi Azabou 1 collaboration

Vinam Arora 1 collaboration

Venkataramana Ganesh 1 collaboration

Ximeng Mao 1 collaboration

Santosh Nachimuthu 1 collaboration

Michael J Mendelson 1 collaboration

Blake Richards 1 collaboration

Eva L Dyer 1 collaboration

Sara A Solla 1 collaboration

B Barra 1 collaboration

M Badi 1 collaboration

S Conti 1 collaboration

S S Mirrazavi Salehian 1 collaboration

F Moreillon 1 collaboration

A Bogaard 1 collaboration

S Wurth 1 collaboration

M Kaeser 1 collaboration

P Passeraub 1 collaboration

T Milekovic 1 collaboration

A Billard 1 collaboration

S Micera 1 collaboration

M Capogrosso 1 collaboration

Kanaka Rajan 1 collaboration

Cecilia Gallego-Carracedo 1 collaboration

Juan Álvaro Gallego 1 collaboration

Mostafa Safaie 1 collaboration

Cátia Fortunato 1 collaboration

Jorge Bennasar-Vázquez 1 collaboration