Christian K. Machens
Affiliations: | École normale supérieure Paris, Paris, Île-de-France, France | ||
| University of Munich, München, Bayern, Germany |
Area:
Computation & TheoryWebsite:
http://iec-lnc.ens.fr/group-for-neural-theory/Google:
"Christian Machens"Mean distance: 13.05 (cluster 17) | S | N | B | C | P |
Parents
Sign in to add mentor| Andreas V. Herz | grad student | 1998-2002 | HU Berlin |
| Carlos D. Brody | post-doc | 2002- | CSHL |
| Anthony M. Zador | post-doc | 2002-2003 | CSHL |
Children
Sign in to add trainee| Nuno Calaim | grad student | Champalimaud Neuroscience Programme | |
| Pedro J. Gonçalves | grad student | ENS Paris | |
| Asma Motiwala | grad student | 2013- | Champalimaud Foundation |
| David GT Barrett | post-doc | Champalimaud Neuroscience Programme, Lisbon, Portugal |
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Publications
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| Podlaski WF, Machens CK. (2024) Approximating Nonlinear Functions With Latent Boundaries in Low-Rank Excitatory-Inhibitory Spiking Networks. Neural Computation. 36: 803-857 |
| Feierstein CE, de Goeij MHM, Ostrovsky AD, et al. (2023) Dimensionality reduction reveals separate translation and rotation populations in the zebrafish hindbrain. Current Biology : Cb. 33: 3911-3925.e6 |
| Cruz BF, Guiomar G, Soares S, et al. (2022) Action suppression reveals opponent parallel control via striatal circuits. Nature |
| Motiwala A, Soares S, Atallah BV, et al. (2022) Efficient coding of cognitive variables underlies dopamine response and choice behavior. Nature Neuroscience. 25: 738-748 |
| Calaim N, Dehmelt FA, Gonçalves PJ, et al. (2022) The geometry of robustness in spiking neural networks. Elife. 11 |
| Kohn A, Jasper AI, Semedo JD, et al. (2020) Principles of Corticocortical Communication: Proposed Schemes and Design Considerations. Trends in Neurosciences |
| Brendel W, Bourdoukan R, Vertechi P, et al. (2020) Learning to represent signals spike by spike. Plos Computational Biology. 16: e1007692 |
| Keemink SW, Machens CK. (2019) Decoding and encoding (de)mixed population responses. Current Opinion in Neurobiology. 58: 112-121 |
| Kobak D, Pardo-Vazquez JL, Valente M, et al. (2019) State-dependent geometry of population activity in rat auditory cortex. Elife. 8 |
| Semedo JD, Zandvakili A, Machens CK, et al. (2019) Cortical Areas Interact through a Communication Subspace. Neuron |