Christian K. Machens - Publications

École Normale Supérieure, Paris, Paris, France 
 University of Munich, München, Bayern, Germany 
Computation & Theory

37 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Brendel W, Bourdoukan R, Vertechi P, Machens CK, Denève S. Learning to represent signals spike by spike. Plos Computational Biology. 16: e1007692. PMID 32176682 DOI: 10.1371/journal.pcbi.1007692  1
2019 Kobak D, Pardo-Vazquez JL, Valente M, Machens CK, Renart A. State-dependent geometry of population activity in rat auditory cortex. Elife. 8. PMID 30969167 DOI: 10.7554/eLife.44526  1
2016 Barrett DT, Denève S, Machens CK. Optimal compensation for neuron loss. Elife. 5. PMID 27935480 DOI: 10.7554/eLife.12454  1
2016 Kobak D, Brendel W, Constantinidis C, Feierstein CE, Kepecs A, Mainen ZF, Romo R, Qi XL, Uchida N, Machens CK. Demixed principal component analysis of neural population data. Elife. 5. PMID 27067378 DOI: 10.7554/eLife.10989  1
2016 Denève S, Machens CK. Efficient codes and balanced networks. Nature Neuroscience. 19: 375-82. PMID 26906504 DOI: 10.1038/nn.4243  1
2015 Gouvêa TS, Monteiro T, Motiwala A, Soares S, Machens C, Paton JJ. Striatal dynamics explain duration judgments. Elife. 4. PMID 26641377 DOI: 10.7554/eLife.11386  0.6
2015 Wohrer A, Machens CK. On the number of neurons and time scale of integration underlying the formation of percepts in the brain. Plos Computational Biology. 11: e1004082. PMID 25793393 DOI: 10.1371/journal.pcbi.1004082  1
2014 Renart A, Machens CK. Variability in neural activity and behavior. Current Opinion in Neurobiology. 25: 211-20. PMID 24632334 DOI: 10.1016/j.conb.2014.02.013  1
2014 Gonçalves PJ, Arrenberg AB, Hablitzel B, Baier H, Machens CK. Optogenetic perturbations reveal the dynamics of an oculomotor integrator. Frontiers in Neural Circuits. 8: 10. PMID 24616666 DOI: 10.3389/fncir.2014.00010  1
2014 Vertechi P, Brendel W, Machens CK. Unsupervised learning of an efficient short-term memory network Advances in Neural Information Processing Systems. 4: 3653-3661.  1
2014 Semedo JD, Zandvakili A, Kohn A, Machens CK, Yu BM. Extracting latent structure from multiple interacting neural populations Advances in Neural Information Processing Systems. 4: 2942-2950.  1
2013 Boerlin M, Machens CK, Denève S. Predictive coding of dynamical variables in balanced spiking networks. Plos Computational Biology. 9: e1003258. PMID 24244113 DOI: 10.1371/journal.pcbi.1003258  1
2013 Wohrer A, Machens CK. Percept and the single neuron. Nature Neuroscience. 16: 112-3. PMID 23354380 DOI: 10.1038/nn.3314  1
2013 Wohrer A, Humphries MD, Machens CK. Population-wide distributions of neural activity during perceptual decision-making. Progress in Neurobiology. 103: 156-93. PMID 23123501 DOI: 10.1016/j.pneurobio.2012.09.004  1
2013 Barrett DGT, Denève S, MacHens CK. Firing rate predictions in optimal balanced networks Advances in Neural Information Processing Systems 1
2012 Machens CK. Neuroscience. Building the human brain. Science (New York, N.Y.). 338: 1156-7. PMID 23197519 DOI: 10.1126/science.1231865  1
2012 Weber F, Machens CK, Borst A. Disentangling the functional consequences of the connectivity between optic-flow processing neurons. Nature Neuroscience. 15: 441-8, S1-2. PMID 22327473 DOI: 10.1038/nn.3044  1
2012 Bourdoukan R, Barrett DGT, MacHens CK, Denève S. Learning optimal spike-based representations Advances in Neural Information Processing Systems. 3: 2285-2293.  1
2011 Brendel W, Romo R, MacHens CK. Demixed principal component analysis Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011 1
2010 Machens CK. Demixing population activity in higher cortical areas. Frontiers in Computational Neuroscience. 4: 126. PMID 21031029 DOI: 10.3389/fncom.2010.00126  1
2010 Weber F, Machens CK, Borst A. Spatiotemporal response properties of optic-flow processing neurons. Neuron. 67: 629-42. PMID 20797539 DOI: 10.1016/j.neuron.2010.07.017  1
2010 Machens CK, Romo R, Brody CD. Functional, but not anatomical, separation of "what" and "when" in prefrontal cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 30: 350-60. PMID 20053916 DOI: 10.1523/JNEUROSCI.3276-09.2010  1
2010 Wohrer A, Romo R, MacHens C. Linear readout from a neural population with partial correlation data Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010 1
2008 Machens CK, Brody CD. Design of continuous attractor networks with monotonic tuning using a symmetry principle. Neural Computation. 20: 452-85. PMID 18047414 DOI: 10.1162/neco.2007.07-06-297  1
2007 Benda J, Gollisch T, Machens CK, Herz AV. From response to stimulus: adaptive sampling in sensory physiology. Current Opinion in Neurobiology. 17: 430-6. PMID 17689952 DOI: 10.1016/j.conb.2007.07.009  1
2006 Herz AV, Gollisch T, Machens CK, Jaeger D. Modeling single-neuron dynamics and computations: a balance of detail and abstraction. Science (New York, N.Y.). 314: 80-5. PMID 17023649 DOI: 10.1126/science.1127240  1
2005 Machens CK, Gollisch T, Kolesnikova O, Herz AV. Testing the efficiency of sensory coding with optimal stimulus ensembles. Neuron. 47: 447-56. PMID 16055067 DOI: 10.1016/j.neuron.2005.06.015  1
2005 Machens CK, Romo R, Brody CD. Flexible control of mutual inhibition: a neural model of two-interval discrimination. Science (New York, N.Y.). 307: 1121-4. PMID 15718474 DOI: 10.1126/science.1104171  1
2004 Edin F, Machens CK, Schütze H, Herz AV. Searching for optimal sensory signals: iterative stimulus reconstruction in closed-loop experiments. Journal of Computational Neuroscience. 17: 47-56. PMID 15218353 DOI: 10.1023/B:JCNS.0000023868.18446.a2  1
2004 Machens CK, Wehr MS, Zador AM. Linearity of cortical receptive fields measured with natural sounds. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 24: 1089-100. PMID 14762127 DOI: 10.1523/JNEUROSCI.4445-03.2004  1
2003 Machens CK, Zador A. Auditory modeling gets an edge. Journal of Neurophysiology. 90: 3581-2. PMID 14665682 DOI: 10.1152/jn.00832.2003  1
2003 Machens CK, Schütze H, Franz A, Kolesnikova O, Stemmler MB, Ronacher B, Herz AV. Single auditory neurons rapidly discriminate conspecific communication signals. Nature Neuroscience. 6: 341-2. PMID 12652305 DOI: 10.1038/nn1036  1
2003 Machens CK, Wehr M, Zador AM. Spectro-temporal receptive fields of subthreshold responses in auditory cortex Advances in Neural Information Processing Systems 1
2002 Machens CK. Adaptive sampling by information maximization. Physical Review Letters. 88: 228104. PMID 12059456  1
2002 Schreiber S, Machens CK, Herz AV, Laughlin SB. Energy-efficient coding with discrete stochastic events. Neural Computation. 14: 1323-46. PMID 12020449 DOI: 10.1162/089976602753712963  1
2001 Machens CK, Stemmler MB, Prinz P, Krahe R, Ronacher B, Herz AV. Representation of acoustic communication signals by insect auditory receptor neurons. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 21: 3215-27. PMID 11312306  1
2001 Machens CK, Prinz P, Stemmler MB, Ronacher B, Herz AVM. Discrimination of behaviorally relevant signals by auditory receptor neurons Neurocomputing. 38: 263-268. DOI: 10.1016/S0925-2312(01)00382-4  1
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