Publications of JH Macke
All genres
Journal Article (24)
21.
Journal Article
3, 21, pp. 1 - 28 (2009)
Bayesian population decoding of spiking neurons. Frontiers in Computational Neuroscience 22.
Journal Article
21 (2), pp. 397 - 423 (2009)
Generating Spike Trains with Specified Correlation Coefficients. Neural computation 23.
Journal Article
26 (7), pp. 1007 - 1014 (2008)
Comparison of Pattern Recognition Methods in Classifying High-resolution BOLD Signals Obtained at High Magnetic Field in Monkeys. Magnetic Resonance Imaging 24.
Journal Article
167 (2), pp. 349 - 357 (2008)
Contour-propagation Algorithms for Semi-automated Reconstruction of Neural Processes. Journal of Neuroscience Methods Book Chapter (3)
25.
Book Chapter
Electrophysiology Analysis, Bayesian. In: Encyclopedia of Computational Neuroscience, pp. 1280 - 1284 (Eds. Jaeger, D.; Jung, R.). Springer, New York, NY, USA (2022)
26.
Book Chapter
Electrophysiology Analysis, Bayesian. In: Encyclopedia of Computational Neuroscience, pp. 1078 - 1082 (Eds. Jaeger, D.; Jung, R.). Springer, New York, NY, USA (2015)
27.
Book Chapter
Estimating State and Parameters in State Space Models of Spike Trains. In: Advanced State Space Methods for Neural and Clinical Data, pp. 137 - 159 (Ed. Chen, Z.). Cambridge University Press, Cambridge, UK (2015)
Proceedings (1)
28.
Proceedings
KOGWIS2018: Computational Approaches to Cognitive Science. 14th Biannual Conference of the German Society for Cognitive Science (KogWis 2018), Darmstadt, Germany, September 03, 2018 - September 06, 2018. Technische Universität Darmstadt, Darmstadt, Germany (2018)
Conference Paper (14)
29.
Conference Paper
Unlocking neural population non-stationarity using a hierarchical dynamics model. In: Advances in Neural Information Processing Systems 28, pp. 145 - 153 (Eds. Cortes, C.; Lawrence, N.; Lee, D.; Sugiyama, M.; Garnett, R.). Twenty-Ninth Annual Conference on Neural Information Processing Systems (NIPS 2015), Montréal, Canada, December 07, 2015 - December 12, 2015. Curran, Red Hook, NY, USA (2016)
30.
Conference Paper
Low-dimensional models of neural population activity in sensory cortical circuits. In: Advances in Neural Information Processing Systems 27, pp. 343 - 351 (Eds. Ghahramani, Z.; Welling, M.; Cortes, C.; Lawrence, N.D.; Weinberger, K.Q.). Twenty-Eighth Annual Conference on Neural Information Processing Systems (NIPS 2014), Montréal, Quebec, Canada. Curran, Red Hook, NY, USA (2015)
31.
Conference Paper
A Bayesian model for identifying hierarchically organised states in neural population activity. In: Advances in Neural Information Processing Systems 27, pp. 3095 - 3103 (Eds. Ghahramani, Z.; Welling, M.; Cortes, C.; Lawrence, N. D.; Weinberger, K. Q.). Twenty-Eighth Annual Conference on Neural Information Processing Systems (NIPS 2014), Montréal, Quebec, Canada. Curran, Red Hook, NY, USA (2015)
32.
Conference Paper
Low-dimensional models of neural population activity in sensory cortical circuits. In: Advances in Neural Information Processing Systems 27, pp. 343 - 351 (Eds. Ghahramani; Z.; Welling, M.; Cortes, C.; Lawrence, N. D. et al.). Twenty-Eighth Annual Conference on Neural Information Processing Systems (NIPS 2014), Montréal, Quebec, Canada. (2014)
33.
Conference Paper
A Bayesian model for identifying hierarchically organised states in neural population activity. In: Advances in Neural Information Processing Systems 27, pp. 3095 - 3103 (Eds. Ghahramani; Z.; Welling, M.; Cortes, C.; Lawrence, N. D. et al.). Twenty-Eighth Annual Conference on Neural Information Processing Systems (NIPS 2014), Montréal, Quebec, Canada. (2014)
34.
Conference Paper
Inferring neural population dynamics from multiple partial recordings of the same neural circuit. In: Advances in Neural Information Processing Systems 26, pp. 539 - 547 (Eds. Burges, C.; Bottou, L.; Welling, M.; Ghahramani, Z.; Weinberger, K.Q.). Twenty-Seventh Annual Conference on Neural Information Processing Systems (NIPS 2013), Stateline, NV, USA. Curran, Red Hook, NY, USA (2014)
35.
Conference Paper
Spectral learning of linear dynamics from generalised-linear observations with application to neural population data. In: Advances in Neural Information Processing Systems 25, pp. 1691 - 1699 (Eds. Bartlett, P.; Pereira, F.; Bottou, L.; Burges, C.; Weinberger, K.). Twenty-Sixth Annual Conference on Neural Information Processing Systems (NIPS 2012), Lake Tahoe, NV, USA, December 03, 2012 - December 08, 2012. Curran, Red Hook, NY, USA (2013)
36.
Conference Paper
Empirical models of spiking in neural populations. In: Advances in Neural Information Processing Systems 24, pp. 1350 - 1358 (Eds. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira, F.; Weinberger, K.). Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, Spain. Curran, Red Hook, NY, USA (2012)
37.
Conference Paper
How biased are maximum entropy models? In: Advances in Neural Information Processing Systems 24, pp. 2034 - 2042 (Eds. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira, F.; Weinberger, K.). Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, Spain. Curran, Red Hook, NY, USA (2012)
38.
Conference Paper
Bayesian estimation of orientation preference maps. In: Advances in Neural Information Processing Systems 22, pp. 1195 - 1203 (Eds. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, December 07, 2009 - December 10, 2009. Curran, Red Hook, NY, USA (2010)
39.
Conference Paper
Bayesian Inference for Spiking Neuron Models with a Sparsity Prior. In: Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007, pp. 529 - 536 (Eds. Platt, C.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, December 03, 2007 - December 06, 2007. Curran, Red Hook, NY, USA (2008)
40.
Conference Paper
Receptive Fields without Spike-Triggering. In: Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007, pp. 969 - 976 (Eds. Platt, C.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, December 03, 2007 - December 06, 2007. Curran, Red Hook, NY, USA (2008)