Christian Machens
Christian Machens
Champalimaud Centre for the Unknown
Verified email at neuro.fchampalimaud.org - Homepage
TitleCited byYear
Flexible control of mutual inhibition: a neural model of two-interval discrimination
CK Machens, R Romo, CD Brody
Science 307 (5712), 1121-1124, 2005
4162005
Modeling single-neuron dynamics and computations: a balance of detail and abstraction
AVM Herz, T Gollisch, CK Machens, D Jaeger
science 314 (5796), 80-85, 2006
3672006
Linearity of cortical receptive fields measured with natural sounds
CK Machens, MS Wehr, AM Zador
Journal of Neuroscience 24 (5), 1089-1100, 2004
2702004
Efficient codes and balanced networks
S Denève, CK Machens
Nature neuroscience 19 (3), 375, 2016
1642016
Representation of acoustic communication signals by insect auditory receptor neurons
CK Machens, MB Stemmler, P Prinz, R Krahe, B Ronacher, AVM Herz
Journal of Neuroscience 21 (9), 3215-3227, 2001
1632001
Functional, but not anatomical, separation of “what” and “when” in prefrontal cortex
CK Machens, R Romo, CD Brody
Journal of Neuroscience 30 (1), 350-360, 2010
1622010
Predictive coding of dynamical variables in balanced spiking networks
M Boerlin, CK Machens, S Denève
PLoS computational biology 9 (11), e1003258, 2013
1222013
Demixed principal component analysis of neural population data
D Kobak, W Brendel, C Constantinidis, CE Feierstein, A Kepecs, ...
Elife 5, e10989, 2016
1212016
Single auditory neurons rapidly discriminate conspecific communication signals
CK Machens, H Schütze, A Franz, O Kolesnikova, MB Stemmler, ...
Nature neuroscience 6 (4), 341, 2003
1202003
Testing the efficiency of sensory coding with optimal stimulus ensembles
CK Machens, T Gollisch, O Kolesnikova, AVM Herz
Neuron 47 (3), 447-456, 2005
1152005
Variability in neural activity and behavior
A Renart, CK Machens
Current opinion in neurobiology 25, 211-220, 2014
1102014
Energy-efficient coding with discrete stochastic events
S Schreiber, CK Machens, AVM Herz, SB Laughlin
Neural computation 14 (6), 1323-1346, 2002
802002
Distributed and mixed information in monosynaptic inputs to dopamine neurons
J Tian, R Huang, JY Cohen, F Osakada, D Kobak, CK Machens, ...
Neuron 91 (6), 1374-1389, 2016
752016
Striatal dynamics explain duration judgments
TS Gouvêa, T Monteiro, A Motiwala, S Soares, C Machens, JJ Paton
Elife 4, e11386, 2015
572015
From response to stimulus: adaptive sampling in sensory physiology
J Benda, T Gollisch, CK Machens, AVM Herz
Current opinion in neurobiology 17 (4), 430-436, 2007
572007
Population-wide distributions of neural activity during perceptual decision-making
A Wohrer, MD Humphries, CK Machens
Progress in neurobiology 103, 156-193, 2013
512013
Adaptive sampling by information maximization
CK Machens
Physical Review Letters 88 (22), 228104, 2002
462002
Demixed principal component analysis
W Brendel, R Romo, CK Machens
Advances in neural information processing systems, 2654-2662, 2011
412011
Building the human brain
CK Machens
Science 338 (6111), 1156-1157, 2012
382012
Learning optimal spike-based representations
R Bourdoukan, D Barrett, S Deneve, CK Machens
Advances in neural information processing systems, 2285-2293, 2012
352012
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Articles 1–20