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
2002018
Theta oscillations locked to intended actions rhythmically modulate perception‏
A Tomassini, L Ambrogioni, WP Medendorp, E Maris‏
Elife 6, e25618, 2017‏
1162017
Neural dynamics of perceptual inference and its reversal during imagery‏
N Dijkstra, L Ambrogioni, D Vidaurre, M van Gerven‏
elife 9, e53588, 2020‏
822020
Structurally-informed Bayesian functional connectivity analysis‏
M Hinne, L Ambrogioni, RJ Janssen, T Heskes, MAJ van Gerven‏
NeuroImage 86, 294-305, 2014‏
602014
Wasserstein variational inference‏
L Ambrogioni, U Güçlü, Y Güçlütürk, M Hinne, E Maris, MAJ van Gerven‏
Neural Information Processing Systems 2018, 2018‏
572018
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
552017
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, ...‏
54*
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
492021
Gait-prop: A biologically plausible learning rule derived from backpropagation of error‏
N Ahmad, MAJ van Gerven, L Ambrogioni‏
Neural Information Processing Systems, 2020‏
342020
Spontaneous symmetry breaking in generative diffusion models‏
G Raya, L Ambrogioni‏
Advances in Neural Information Processing Systems 36, 66377-66389, 2023‏
332023
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
332021
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
29*
Complex-valued Gaussian process regression for time series analysis‏
L Ambrogioni, E Maris‏
Signal Processing 160, 215-228, 2019‏
282019
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
242019
In search of dispersed memories: Generative diffusion models are associative memory networks‏
L Ambrogioni‏
Entropy 26 (5), 381, 2024‏
232024
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
162018
GP CaKe: Effective brain connectivity with causal kernels‏
L Ambrogioni, M Hinne, M Van Gerven, E Maris‏
Neural Information Processing Systems 2017, 2017‏
162017
The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability‏
L Ambrogioni‏
arXiv preprint arXiv:2310.17467, 2023‏
142023
Automatic variational inference with cascading flows‏
L Ambrogioni, G Silvestri, M van Gerven‏
International Conference on Machine Learning, 2021‏
132021
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
132020
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20