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TU Berlin

Inhalt des Dokuments

Maschnielles Lernen

Zeitschriftenartikel

In press

Khakimova, L., Malinowski, R., Obst, D., Tönnies, E., Antonenko, D., Obermayer, K. H. J. and Flöel, A. (In press). Towards Optimization of Oscillatory Stimulation during Sleep. Neuromodulation


Alevi, D., Stimberg, M., Sprekeler, H., Obermayer, K. and Augustin, M. (In press). Brian2CUDA: Flexible and Efficient Simulation of Spiking Neural Network Models on GPUs. Front. Neuroinform.


2022

Cakan, C., Dimulescu, C., Khakimova, L., Obst, D., Flöel, A. and Obermayer, K. (2022). Spatiotemporal patterns of adaptation-induced slow oscillations in a whole-brain model of slow-wave sleep. Frontiers in Computational Neuroscience, 15, 800101.


Jajcay, N., Cakan, C. and Obermayer, K. (2022). Cross-frequency slow oscillation-spindle coupling in a biophysically realistic thalamocortical neural mass model. Frontiers in Computational Neuroscience, 16, 769860.


Seidel, R., Jahn, N., Seo, S., Goerttler, T. and Obermayer, K. (2022). NAPC: A Neural Algorithm for Automated Passenger Counting in Public Transport on a Privacy-Friendly Dataset. IEEE Open Journal of Intelligent Transportation Systems, 3, 33-44.


Rebscher, L., Obermayer, K. and Metzner, C. (2022). Synchronization through Uncorrelated Noise in Excitatory-Inhibitory Networks. Front. Comput. Neurosci., 16


Salfenmoser, L. and Obermayer, K. (2022). Nonlinear Optimal Control of a Mean-field Model of Neural Population Dynamics. Front. Comput. Neurosci., 16


2021

Dimulescu, C., Gareayaghi, S., Kamp, F., Fromm, S., K., O. and Metzner, C. (2021). Structural Differences between Healthy Subjects and Patients with Schizophrenia and Schizoaffective Disorder: A Graph and Control Theoretical Perspective. Front. Psychiatry, 2021


Chouzouris, T., Roth, N., Cakan, C. and K., O. (2021). Applications of Optimal Nonlinear Control to a Whole-brain Network of FitzHugh-Nagumo Oscillators. Phys. Rev. E, 2021


Cakan, C., Jajcay, N. and Obermayer, K. (2021). neurolib: A Simulation Framework for Wholebrain Neural Mass Modeling. Cognit. Comput., 2021


2020

Cakan, C. and Obermayer, K. (2020). Biophysically grounded mean-field models of neural populations under electrical stimulation. PLOS Computational Biology, 2020


Koren, V., Andrei, A., Hu, M., Dragol, V. and Obermayer, K. (2020). Pair-wise Synchrony and Correlations Depend on the Structure of the Population Code in Visual Cortex. Cell Reports, 2020


2019

Koren, V., Andrei, A., Hu, M., Dragoi, V. and Obermayer, K. (2019). Reading-out task variables as a low-dimensional reconstruction of parallel spike trains in single trials. PLoS ONE, 14(10), 24.


Seo, S., Beck, A., Matthis, C., Genauck, A., Banaschewski, T., Bokde, A., Bromberg, U., Büchel, C., Quinlan, E., Flor, H., Frouin, V., Garavan, H., Gowland, P., Ittermann, B., Martinot, J., Martinot, M., Nees, F., Orfanos, D., Poustka, L., Hohmann, S., Froehner, J., Smolka, M., Walter, H., Whelan, R., Desrivieres, S., Heinz, A., Schumann, G. and Obermayer, K. (2019). Risk Profiles for Heavy Drinking in Adolescence: Differential Effects of Gender. Addiction Biology, 24, 787-801.



Mergenthaler, K., Oschmann, F. and Obermayer, K. (2019). Glutamate Uptake by Astrocytic Transporters. Computational Glioscience, 329-361.


Trowitzsch I., Schymura C., Kolossa D. and K., O. (2019). Joining Sound Event Detection and Localization Through Spatial Segregation. IEEE Trans. Audio Speech Language Proc.


Laschos, V., Obermayer, K., Shen, Y. and Stannat, W. (2019). A Fenchel-Moreau-Rockafellar type theorem on the Kantorovich-Wasserstein space with applications in partially observable Markov decision processes. Journal of Mathematical Analysis and Applications


2018

Oschmann, F., Berry, H., Obermayer, K. and Lenk, K. (2018). From in Silico Astrocyte Cell Models to Neuron-astrocyte Network Models: A Review. Brain Research Bulletin


Aspart, F., Remme, M. and Obermayer, K. (2018). Differential Polarization of Cortical Pyramidal Neuron Dendrites through Weak Extracellular Fields. Computational Biology, 15


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