Neuronale Informationsverarbeitung
Alle Publikationen
2023
Salfenmoser,
L., &
Obermayer,
K.
(2023,
Apr.).
"Optimal Control of a Wilson-Cowan Model of Neural Population Dynamics"
,
Chaos (Woodbury, N.Y.)
,
33
(4),
043135.
Duan,
X.,
Xie,
S.,
Lv,
Y.,
Xie,
X.,
Obermayer,
K., &
Yan,
H.
(2023,
Jan.).
"A Transfer Learning-Based Feedback Training Motivates the Performance of SMR-BCI"
,
Journal of Neural Engineering
,
20
(1),
016026.
IOP Publishing
.
2022
Ladenbauer,
J.,
Khakimova,
L.,
Malinowski,
R.,
Obst,
D.,
Tönnies,
E.,
Antonenko,
D.,
Obermayer,
K.,
Hanna,
J., &
Flöel,
A.
(2022,
Aug.).
"Towards Optimization of Oscillatory Stimulation During Sleep"
,
Neuromodulation: Journal of the International Neuromodulation Society
,
S1094-7159(22)00725-5.
Alevi,
D.,
Stimberg,
M.,
Sprekeler,
H.,
Obermayer,
K., &
Augustin,
M.
(2022).
"Brian2CUDA: Flexible and Efficient Simulation of Spiking Neural Network Models on GPUs"
,
Frontiers in Neuroinformatics
,
16
,
883700.
Jajcay,
N.,
Cakan,
C., &
Obermayer,
K.
(2022).
"Cross-frequency slow oscillation-spindle coupling in a biophysically realistic thalamocortical neural mass model"
,
Frontiers in Computational Neuroscience
,
16
,
769860.
Durbha,
S.,
Goerttler,
T.,
Vellasques,
E.,
Stockemer,
J. H., &
Obermayer,
K.
(2022).
"Intrinsic Analysis of Learned Representations in Encoder-Decoder Architectures"
in CEUR Workshop Proceedings
.
67–78.
Seidel,
R.,
Jahn,
N.,
Seo,
S.,
Goerttler,
T., &
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.
Salfenmoser,
L., &
Obermayer,
K.
(2022).
"Nonlinear Optimal Control of a Mean-field Model of Neural Population Dynamics"
,
Front. Comput. Neurosci.
,
16
,
Goerttler,
T.,
Müller,
L., &
Obermayer,
K.
(2022).
"Representation Change in Model-Agnostic Meta-Learning"
.
Cakan,
C.,
Dimulescu,
C.,
Khakimova,
L.,
Obst,
D.,
Flöel,
A., &
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.
Rebscher,
L.,
Obermayer,
K., &
Metzner,
C.
(2022).
"Synchronization through Uncorrelated Noise in Excitatory-Inhibitory Networks"
,
Front. Comput. Neurosci.
,
16
,
2021
Cakan,
C.,
Jajcay,
N., &
Obermayer,
K.
(2021).
"neurolib: A Simulation Framework for Whole-brain Neural Mass Modeling"
,
Cognit. Comput.
,
2021
,
Dimulescu,
C.,
Gareayaghi,
S.,
Kamp,
F.,
Fromm,
S.,
K.,
O., &
Metzner,
C.
(2021).
"Structural Differences between Healthy Subjects and Patients with Schizophrenia and Schizoaffective Disorder: A Graph and Control Theoretical Perspective"
,
Front. Psychiatry
,
2021
(12),
Müller,
L.,
Ploner,
M.,
Goerttler,
T., &
Obermayer,
K.
(2021).
"An Interactive Introduction to Model-Agnostic Meta-Learning"
.
Goerttler,
T., &
Obermayer,
K.
(2021).
"Exploring the Similarity of Representations in Model-Agnostic Meta-Learning"
.
Ramakrishnan,
K., &
Deniz,
F.
(2021).
"Complementarity of information in word-embedding and brain representations in distinguishing between concrete and abstract words"
.
Chouzouris,
T.,
Roth,
N.,
Cakan,
C., &
K.,
O.
(2021).
"Applications of Optimal Nonlinear Control to a Whole-brain Network of FitzHugh-Nagumo Oscillators"
,
Phys. Rev. E
,
2021
(104),
2020
Cakan,
C., &
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., &
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., &
Obermayer,
K.
(2019,
Okt.).
"Reading-out task variables as a low-dimensional reconstruction of parallel spike trains in single trials"
,
PLoS ONE
,
14(10)
,
24.