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Graph neural networks : operators and architectures

Grattarola, Daniele ; Alippi, Cesare (Dir.) ; Livi, Lorenzo (Codir.)

Thèse de doctorat : Università della Svizzera italiana, 2021 ; 2021INFO014.

This thesis explores the field of graph neural networks, a class of deep learning models designed to learn representations of graphs. We organise the work into two parts. In the first part, we focus on the essential building blocks of graph neural networks. We present three novel operators for learning graph representations: one graph convolutional layer and two methods for pooling. We put...

Fear boosts the early neural coding of faces

Turano, Maria Teresa ; Lao, Junpeng ; Richoz, Anne-Raphaëlle ; Lissa, Peter de ; Degosciu, Sarah B A. ; Viggiano, Maria Pia ; Caldara, Roberto

In: Social Cognitive and Affective Neuroscience, 2017, vol. 12, no. 12, p. 1959-1971

Brain natriuretic peptide is able to stimulate cardiac progenitor cell proliferation and differentiation in murine hearts after birth

Bielmann, Christelle ; Rignault-Clerc, Stéphanie ; Liaudet, Lucas ; Li, Feng ; Kunieda, Tetsuo ; Sogawa, Chizuru ; Zehnder, Tamara ; Waeber, Bernard ; Feihl, François ; Rosenblatt-Velin, Nathalie

In: Basic Research in Cardiology, 2015, vol. 110, no. 1, p. 1-17

Special issue for stem cell metabolism: be quiet, grow, and differentiate

Jessberger, Sebastian

In: Frontiers in Biology, 2015, vol. 10, no. 2, p. 99-99

Dominant men are faster in decision-making situations and exhibit a distinct neural signal for promptness

da Cruz, Janir ; Rodrigues, João ; Thoresen, John C. ; Chicherov, Vitaly ; Figueiredo, Patrícia ; Herzog, Michael H. ; Sandi, Carmen

In: Cerebral Cortex, 2018, vol. 28, no. 10, p. 3740-3751

Human-Animal Chimera: A Neuro Driven Discussion? Comparison of Three Leading European Research Countries

Cabrera Trujillo, Laura ; Engel-Glatter, Sabrina

In: Science and Engineering Ethics, 2015, vol. 21, no. 3, p. 595-617

Altered Sleep Homeostasis in Rev-erbα Knockout Mice

Mang, Géraldine M. ; La Spada, Francesco ; Emmenegger, Yann ; Chappuis, Sylvie ; Ripperger, Jürgen A. ; Albrecht, Urs ; Franken, Paul

In: Sleep, 2016, vol. 39, no. 3, p. 589-601

Metabolic control of adult neural stem cell behavior

Knobloch, Marlen ; Jessberger, Sebastian

In: Frontiers in Biology, 2015, vol. 10, no. 2, p. 100-106

The Combination of Electric Current and Copper Promotes Neuronal Differentiation of Adipose-Derived Stem Cells

Jaatinen, L. ; Salemi, S. ; Miettinen, S. ; Hyttinen, J. ; Eberli, D.

In: Annals of Biomedical Engineering, 2015, vol. 43, no. 4, p. 1014-1023

Glycogen metabolism and the homeostatic regulation of sleep

Petit, Jean-Marie ; Burlet-Godinot, Sophie ; Magistretti, Pierre ; Allaman, Igor

In: Metabolic Brain Disease, 2015, vol. 30, no. 1, p. 263-279