עקוב אחר
Luca Ambrogioni
Luca Ambrogioni
Donder's institute of Cognition
כתובת אימייל מאומתת בדומיין donders.ru.nl
כותרת
צוטט על ידי
צוטט על ידי
שנה
Generative adversarial networks for reconstructing natural images from brain activity‏
K Seeliger, U Güçlü, L Ambrogioni, Y Güçlütürk, MAJ Van Gerven‏
NeuroImage 181, 775-785, 2018‏
1722018
Theta oscillations locked to intended actions rhythmically modulate perception‏
A Tomassini, L Ambrogioni, WP Medendorp, E Maris‏
Elife 6, e25618, 2017‏
1072017
Neural dynamics of perceptual inference and its reversal during imagery‏
N Dijkstra, L Ambrogioni, D Vidaurre, M van Gerven‏
elife 9, e53588, 2020‏
722020
Structurally-informed Bayesian functional connectivity analysis‏
M Hinne, L Ambrogioni, RJ Janssen, T Heskes, MAJ van Gerven‏
NeuroImage 86, 294-305, 2014‏
572014
Wasserstein variational inference‏
L Ambrogioni, U Güçlü, Y Güçlütürk, M Hinne, E Maris, MAJ van Gerven‏
Neural Information Processing Systems 2018, 2018‏
482018
The kernel mixture network: A nonparametric method for conditional density estimation of continuous random variables‏
L Ambrogioni, U Güçlü, MAJ van Gerven, E Maris‏
arXiv preprint arXiv:1705.07111, 2017‏
462017
End-to-end neural system identification with neural information flow‏
K Seeliger, L Ambrogioni, Y Güçlütürk, LM van den Bulk, U Güçlü, ...‏
PLOS Computational Biology 17 (2), e1008558, 2021‏
422021
Hyperrealistic neural decoding: Reconstruction of face stimuli from fMRI measurements via the GAN latent space‏
T Dado, Y Güçlütürk, L Ambrogioni, G Ras, SE Bosch, M van Gerven, ...‏
37*2020
Gait-prop: A biologically plausible learning rule derived from backpropagation of error‏
N Ahmad, MAJ van Gerven, L Ambrogioni‏
Neural Information Processing Systems, 2020‏
302020
Automatic structured variational inference‏
L Ambrogioni, K Lin, E Fertig, S Vikram, M Hinne, D Moore, M van Gerven‏
International Conference on Artificial Intelligence and Statistics, 676-684, 2021‏
282021
Brain2Pix: Fully convolutional naturalistic video frame reconstruction from brain activity‏
L Le, L Ambrogioni, K Seeliger, Y Güç Lütürk, M Van Gerven, U Güç Lü‏
Frontiers in Neuroscience, 1684, 0‏
19*
GP CaKe: Effective brain connectivity with causal kernels‏
L Ambrogioni, M Hinne, M Van Gerven, E Maris‏
Neural Information Processing Systems 2017, 2017‏
162017
Complex-valued Gaussian process regression for time series analysis‏
L Ambrogioni, E Maris‏
Signal Processing 160, 215-228, 2019‏
142019
Wasserstein variational gradient descent: From semi-discrete optimal transport to ensemble variational inference‏
L Ambrogioni, U Guclu, M van Gerven‏
Bayesian Deep Learning workshop. NeurIPS, 2018‏
142018
Forward amortized inference for likelihood-free variational marginalization‏
L Ambrogioni, U Güçlü, J Berezutskaya, E van den Borne, Y Güçlütürk, ...‏
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019‏
132019
Cortical network responses map onto data-driven features that capture visual semantics of movie fragments‏
J Berezutskaya, ZV Freudenburg, L Ambrogioni, U Güçlü, ...‏
Scientific reports 10 (1), 12077, 2020‏
112020
Dynamic Decomposition of Spatiotemporal Neural Signals‏
L Ambrogioni, van Gerven Marcel A.J., E Maris‏
PLoS Computational Biology, 2016‏
112016
Automatic variational inference with cascading flows‏
L Ambrogioni, G Silvestri, M van Gerven‏
International Conference on Machine Learning, 2021‏
102021
Integral transforms from finite data: An application of gaussian process regression to fourier analysis‏
L Ambrogioni, E Maris‏
International Conference on Artificial Intelligence and Statistics, 217-225, 2018‏
92018
Spontaneous symmetry breaking in generative diffusion models‏
G Raya, L Ambrogioni‏
Advances in Neural Information Processing Systems 36, 2024‏
82024
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מאמרים 1–20