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TU Berlin

Inhalt des Dokuments

Moritz Augustin, PhD

Lupe

Room: MAR 5049
Phone: 314-28915
Fax: 314-73121
Email:

Administrative office MAR 5-6
Marchstr. 23
10587 Berlin

Consultation hour:
Within semester: Friday 12-13h (from June 22th 2018).
Outside: Upon consultation.

Research interests:

Dynamics and controllability of recurrent neuronal networks.
Graphics processor-accelerated neuronal networks.
Statistical methods of machine learning and their application.
Numerical techniques (differential equations, eigenvalue problems, parallel algorithms).
 
Curriculum vitae
05/2012 - present
TU Berlin,
Neural Information Processing

Research/teaching assistant and member of Collaborative Research Center SFB910: Control of self-organizing nonlinear systems
05/2012 - 09/2017
TU Berlin,
Department of Software Engineering and Theoretical Computer Science

Doctor rerum naturalium in Computational Neuroscience.
Thesis: "Network dynamics of adaptive spiking neurons: Model reduction and numerical analysis"
10/2009-03/2012
TU Berlin,
Department of Mathematics

Master of Science in Scientific Computing
Thesis: "The role of adaptation in shaping the dynamics of large recurrent networks of noisy neurons"
10/2006-07/2009
TU Hamburg-Harburg
Bachelor of Science in Computer Science and Engineering
Thesis: "A method for solving regularized total least squares problems"
Publications
2017
Penner J, Augustin M, Rödel, MO, "Modelling the spatial baseline for amphibian conservation in West Africa", Acta Oecologica
2017
Augustin M, Ladenbauer J, Baumann F and Obermayer K, "Low-dimensional spike rate models derived from networks of adaptive integrate-and-fire neurons: comparison and implementation", PLOS Computational Biology
2016
Ladenbauer J, Augustin M and Obermayer K, "Intrinsic control mechanisms of neuronal network dynamics", in Schöll E, Klapp S and Hövel P (editors): Control of Self-Organizing Nonlinear Systems, Springer
2014
Ladenbauer J, Augustin M and Obermayer K, "How adaptation currents change threshold, gain, and variability of neuronal spiking", Journal of Neurophysiology
2013
Augustin M, Ladenbauer J and Obermayer K, "How adaptation shapes spike rate oscillations in recurrent neuronal networks", Frontiers in Computational Neuroscience
2012
Ladenbauer J, Augustin M, Shiau LJ and Obermayer K, "Impact of adaptation currents on synchronization of coupled exponential integrate-and-fire neurons", PLOS Computational Biology
Teaching
SS 2018
TU Berlin
Machine Intelligence II
WS 2017/18
TU Berlin
Machine Intelligence I
SS 2017
TU Berlin
Machine Intelligence II
SS 2016
TU Berlin
Machine Intelligence II
WS 2015/16
TU Berlin
Introduction to Computer Science I
SS 2015
TU Berlin
Introduction to Computer Science II
WS 2014/15
TU Berlin
Introduction to Computer Science I
SS 2014
TU Berlin
Introduction to Computer Science II
WS 2013/14
TU Berlin
Introduction to Computer Science I
SS 2013
TU Berlin
Introduction to Computer Science II
WS 2012/13
TU Berlin
Introduction to Computer Science I
WS 2010/11
TU Berlin
Analysis for Mathematicians I
SS 2010
TU Berlin
Numerical Analysis for Mathematicians I
SS 2009
TU Hamburg-Harburg
Linear Algebra for Engineers II
WS 2008/09
TU Hamburg-Harburg
Linear Algebra for Engineers I
WS 2008/09
TU Hamburg-Harburg
Computer Science for Engineers II
   

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