Stratification of responses to tDCS intervention in a healthy pediatric population based on resting-state EEG profiles

Autor: Paulina Clara Dagnino, Claire Braboszcz, Eleni Kroupi, Maike Splittgerber, Hannah Brauer, Astrid Dempfle, Carolin Breitling-Ziegler, Alexander Prehn-Kristensen, Kerstin Krauel, Michael Siniatchkin, Vera Moliadze, Aureli Soria-Frisch

Publikováno v: Scientific Reports, Vol 13, Iss 1, Pp 1-15 (2023)

Abstract Transcranial Direct Current Stimulation (tDCS) is a non-invasive neuromodulation technique with a wide variety of clinical and research applications. As increasingly acknowledged, its effectiveness is subject dependent, which may lead to tim

Externí odkaz: https://doaj.org/article/4bfe3ff085df44d89e3754527a682735

Detection of Generalized Synchronization using Echo State Networks

Autor: Ibanez-Soria, D, Garcia-Ojalvo, J, Soria-Frisch, A, Ruffini, G

Generalized synchronization between coupled dynamical systems is a phenomenon of relevance in applications that range from secure communications to physiological modelling. Here we test the capabilities of reservoir computing and, in particular, echo

Externí odkaz: http://arxiv.org/abs/1710.08286

Achieving accurate estimates of fetal gestational age and personalised predictions of fetal growth based on data from an international prospective cohort study: a population-based machine learning study

Autor: Norris, S, Abbott, SE, Abubakar, A, Acedo, J, Ahmed, I, Al-Aamri, F, Al-Abduwani, J, Al-Abri, J, Alam, D, Albernaz, E, Algren, H, Al-Habsi, F, Alija, M, Al-Jabri, H, Al-Lawatiya, H, Al-Rashidiya, B, Altman, DG, Al-Zadjali, WK, Andersen, HF, Aranzeta, L, Ash, S, Baricco, M, Barros, FC, Barsosio, H, Batiuk, C, Batra, M, Berkley, J, Bertino, E, Bhan, MK, Bhat, BA, Bhutta, ZA, Blakey, I, Bornemeier, S, Bradman, A, Buckle, M, Burnham, O, Burton, F, Capp, A, Cararra, VI, Carew, R, Carrara, VI, Carter, AA, Carvalho, M, Chamberlain, P, Cheikh, Ismail L, Cheikh Ismail, L, Choudhary, A, Choudhary, S, Chumlea, WC, Condon, C, Corra, LA, Cosgrove, C, Craik, R, da Silveira, MF, Danelon, D, de Wet, T, de Leon, E, Deshmukh, S, Deutsch, G, Dhami, J, Di, Nicola P, Dighe, M, Dolk, H, Domingues, M, Dongaonkar, D, Enquobahrie, D, Eskenazi, B, Farhi, F, Fernandes, M, Finkton, D, Fonseca, S, Frederick, IO, Frigerio, M, Gaglioti, P, Garza, C, Gilli, G, Gilli, P, Giolito, M, Giuliani, F, Golding, J, Gravett, MG, Gu, SH, Guman, Y, He, YP, Hoch, L, Hussein, S, Ibanez, D, Ioannou, C, Jacinta, N, Jackson, N, Jaffer, YA, Jaiswal, S, Jimenez-Bustos, JM, Juangco, FR, Juodvirsiene, L, Katz, M, Kemp, B, Kennedy, S, Ketkar, M, Khedikar, V, Kihara, M, Kilonzo, J, Kisiang'ani, C, Kizidio, J, Knight, CL, Knight, HE, Kunnawar, N, Laister, A, Lambert, A, Langer, A, Lephoto, T, Leston, A, Lewis, T, Liu, H, Lloyd, S, Lumbiganon, P, Macauley, S, Maggiora, E, Mahorkar, C, Mainwaring, M, Malgas, L, Matijasevich, A, McCormick, K, McGready, R, Miller, R, Min, A, Mitidieri, A, Mkrtychyan, V, Monyepote, B, Mota, D, Mulik, I, Munim, S, Muninzwa, D, Musee, N, Mwakio, S, Mwangudzah, H, Napolitano, R, Newton, CR, Ngami, V, Noble, JA, Norris, T, Nosten, F, Oas, K, Oberto, M, Occhi, L, Ochieng, R, Ohuma, EO, Olearo, E, Olivera, I, Owende, MG, Pace, C, Pan, Y, Pang, RY, Papageorghiou, AT, Patel, B, Paul, V, Paulsene, W, Puglia, F, Purwar, M, Rajan, V, Raza, A, Reade, D, Rivera, J, Rocco, DA, Roseman, F, Roseman, S, Rossi, C, Rothwell, PM, Rovelli, I, Saboo, K, Salam, R, Salim, M, Salomon, L, Sanchez, Luna M, Sande, J, Sarris, I, Savini, S, Sclowitz, IK, Seale, A, Shah, J, Sharps, M, Shembekar, C, Shen, YJ, Shorten, M, Signorile, F, Singh, A, Sohoni, S, Somani, A, Sorensen, TK, Soria- Frisch, A, Staines Urias, E, Stein, A, Stones, W, Taori, V, Tayade, K, Todros, T, Uauy, R, Varalda, A, Venkataraman, M, Victora, C, Villar, J, Vinayak, S, Waller, S, Walusuna, L, Wang, JH, Wang, L, Wanyonyi, S, Weatherall, D, Wiladphaingern, S, Wilkinson, A, Wilson, D, Wu, MH, Wu, QQ, Wulff, K, Yellappan, D, Yuan, Y, Zaidi, S, Zainab, G, Zhang, JJ, Zhang, Y, Fung, Russell, Villar, Jose, Dashti, Ali, Ismail, Leila Cheikh, Staines-Urias, Eleonora, Ohuma, Eric O, Salomon, Laurent J, Victora, Cesar G, Barros, Fernando C, Lambert, Ann, Carvalho, Maria, Jaffer, Yasmin A, Noble, J Alison, Gravett, Michael G, Purwar, Manorama, Pang, Ruyan, Bertino, Enrico, Munim, Shama, Min, Aung Myat, McGready, Rose, Norris, Shane A, Bhutta, Zulfiqar A, Kennedy, Stephen H, Papageorghiou, Aris T ^*, Ourmazd, Abbas ^{*, *}

Publikováno v: In The Lancet Digital Health July 2020 2(7):e368-e375

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Characterization of the non-stationary nature of steady-state visual evoked potentials using echo state networks.

Autor: David Ibáñez-Soria, Aureli Soria-Frisch, Jordi Garcia-Ojalvo, Giulio Ruffini

Publikováno v: PLoS ONE, Vol 14, Iss 7, p e0218771 (2019)

State Visual Evoked Potentials (SSVEPs) arise from a resonance phenomenon in the visual cortex that is produced by a repetitive visual stimulus. SSVEPs have long been considered a steady-state response resulting from purely oscillatory components pha

Externí odkaz: https://doaj.org/article/e17958cf91f64bcfa1149eb740f988d6