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10. 26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2

Author

Rubchinsky, Leonid L., primary, Ahn, Sungwoo, additional, Klijn, Wouter, additional, Cumming, Ben, additional, Yates, Stuart, additional, Karakasis, Vasileios, additional, Peyser, Alexander, additional, Woodman, Marmaduke, additional, Diaz-Pier, Sandra, additional, Deraeve, James, additional, Vassena, Eliana, additional, Alexander, William, additional, Beeman, David, additional, Kudela, Pawel, additional, Boatman-Reich, Dana, additional, Anderson, William S., additional, Luque, Niceto R., additional, Naveros, Francisco, additional, Carrillo, Richard R., additional, Ros, Eduardo, additional, Arleo, Angelo, additional, Huth, Jacob, additional, Ichinose, Koki, additional, Park, Jihoon, additional, Kawai, Yuji, additional, Suzuki, Junichi, additional, Mori, Hiroki, additional, Asada, Minoru, additional, Oprisan, Sorinel A., additional, Dave, Austin I., additional, Babaie, Tahereh, additional, Robinson, Peter, additional, Tabas, Alejandro, additional, Andermann, Martin, additional, Rupp, André, additional, Balaguer-Ballester, Emili, additional, Lindén, Henrik, additional, Christensen, Rasmus K., additional, Nakamura, Mari, additional, Barkat, Tania R., additional, Tosi, Zach, additional, Beggs, John, additional, Lonardoni, Davide, additional, Boi, Fabio, additional, Di Marco, Stefano, additional, Maccione, Alessandro, additional, Berdondini, Luca, additional, Jędrzejewska-Szmek, Joanna, additional, Dorman, Daniel B., additional, Blackwell, Kim T., additional, Bauermeister, Christoph, additional, Keren, Hanna, additional, Braun, Jochen, additional, Dornas, João V., additional, Mavritsaki, Eirini, additional, Aldrovandi, Silvio, additional, Bridger, Emma, additional, Lim, Sukbin, additional, Brunel, Nicolas, additional, Buchin, Anatoly, additional, Kerr, Clifford Charles, additional, Chizhov, Anton, additional, Huberfeld, Gilles, additional, Miles, Richard, additional, Gutkin, Boris, additional, Spencer, Martin J., additional, Meffin, Hamish, additional, Grayden, David B., additional, Burkitt, Anthony N., additional, Davey, Catherine E., additional, Tao, Liangyu, additional, Tiruvadi, Vineet, additional, Ali, Rehman, additional, Mayberg, Helen, additional, Butera, Robert, additional, Gunay, Cengiz, additional, Lamb, Damon, additional, Calabrese, Ronald L., additional, Doloc-Mihu, Anca, additional, López-Madrona, Víctor J., additional, Matias, Fernanda S., additional, Pereda, Ernesto, additional, Mirasso, Claudio R., additional, Canals, Santiago, additional, Geminiani, Alice, additional, Pedrocchi, Alessandra, additional, D’Angelo, Egidio, additional, Casellato, Claudia, additional, Chauhan, Ankur, additional, Soman, Karthik, additional, Srinivasa Chakravarthy, V., additional, Muddapu, Vignayanandam R., additional, Chuang, Chao-Chun, additional, Chen, Nan-yow, additional, Bayati, Mehdi, additional, Melchior, Jan, additional, Wiskott, Laurenz, additional, Azizi, Amir Hossein, additional, Diba, Kamran, additional, Cheng, Sen, additional, Smirnova, Elena Y., additional, Yakimova, Elena G., additional, Chizhov, Anton V., additional, Chen, Nan-Yow, additional, Shih, Chi-Tin, additional, Florescu, Dorian, additional, Coca, Daniel, additional, Courtiol, Julie, additional, Jirsa, Viktor K., additional, Covolan, Roberto J. M., additional, Teleńczuk, Bartosz, additional, Kempter, Richard, additional, Curio, Gabriel, additional, Destexhe, Alain, additional, Parker, Jessica, additional, Klishko, Alexander N., additional, Prilutsky, Boris I., additional, Cymbalyuk, Gennady, additional, Franke, Felix, additional, Hierlemann, Andreas, additional, da Silveira, Rava Azeredo, additional, Casali, Stefano, additional, Masoli, Stefano, additional, Rizza, Martina, additional, Rizza, Martina Francesca, additional, Sun, Yinming, additional, Wong, Willy, additional, Farzan, Faranak, additional, Blumberger, Daniel M., additional, Daskalakis, Zafiris J., additional, Popovych, Svitlana, additional, Viswanathan, Shivakumar, additional, Rosjat, Nils, additional, Grefkes, Christian, additional, Daun, Silvia, additional, Gentiletti, Damiano, additional, Suffczynski, Piotr, additional, Gnatkovski, Vadym, additional, De Curtis, Marco, additional, Lee, Hyeonsu, additional, Paik, Se-Bum, additional, Choi, Woochul, additional, Jang, Jaeson, additional, Park, Youngjin, additional, Song, Jun Ho, additional, Song, Min, additional, Pallarés, Vicente, additional, Gilson, Matthieu, additional, Kühn, Simone, additional, Insabato, Andrea, additional, Deco, Gustavo, additional, Glomb, Katharina, additional, Ponce-Alvarez, Adrián, additional, Ritter, Petra, additional, Campo, Adria Tauste, additional, Thiele, Alexander, additional, Deeba, Farah, additional, Robinson, P. A., additional, van Albada, Sacha J., additional, Rowley, Andrew, additional, Hopkins, Michael, additional, Schmidt, Maximilian, additional, Stokes, Alan B., additional, Lester, David R., additional, Furber, Steve, additional, Diesmann, Markus, additional, Barri, Alessandro, additional, Wiechert, Martin T., additional, DiGregorio, David A., additional, Dimitrov, Alexander G., additional, Vich, Catalina, additional, Berg, Rune W., additional, Guillamon, Antoni, additional, Ditlevsen, Susanne, additional, Cazé, Romain D., additional, Girard, Benoît, additional, Doncieux, Stéphane, additional, Doyon, Nicolas, additional, Boahen, Frank, additional, Desrosiers, Patrick, additional, Laurence, Edward, additional, Dubé, Louis J., additional, Eleonora, Russo, additional, Durstewitz, Daniel, additional, Schmidt, Dominik, additional, Mäki-Marttunen, Tuomo, additional, Krull, Florian, additional, Bettella, Francesco, additional, Metzner, Christoph, additional, Devor, Anna, additional, Djurovic, Srdjan, additional, Dale, Anders M., additional, Andreassen, Ole A., additional, Einevoll, Gaute T., additional, Næss, Solveig, additional, Ness, Torbjørn V., additional, Halnes, Geir, additional, Halgren, Eric, additional, Pettersen, Klas H., additional, Sætra, Marte J., additional, Hagen, Espen, additional, Schiffer, Alina, additional, Grzymisch, Axel, additional, Persike, Malte, additional, Ernst, Udo, additional, Harnack, Daniel, additional, Ernst, Udo A., additional, Tomen, Nergis, additional, Zucca, Stefano, additional, Pasquale, Valentina, additional, Pica, Giuseppe, additional, Molano-Mazón, Manuel, additional, Chiappalone, Michela, additional, Panzeri, Stefano, additional, Fellin, Tommaso, additional, Oie, Kelvin S., additional, Boothe, David L., additional, Crone, Joshua C., additional, Yu, Alfred B., additional, Felton, Melvin A., additional, Zulfiqar, Isma, additional, Moerel, Michelle, additional, De Weerd, Peter, additional, Formisano, Elia, additional, Oie, Kelvin, additional, Franaszczuk, Piotr, additional, Diggelmann, Roland, additional, Fiscella, Michele, additional, Guarino, Domenico, additional, Antolík, Jan, additional, Davison, Andrew P., additional, Frègnac, Yves, additional, Etienne, Benjamin Xavier, additional, Frohlich, Flavio, additional, Lefebvre, Jérémie, additional, Marcos, Encarni, additional, Mattia, Maurizio, additional, Genovesio, Aldo, additional, Fedorov, Leonid A., additional, Dijkstra, Tjeerd M.H., additional, Sting, Louisa, additional, Hock, Howard, additional, Giese, Martin A., additional, Buhry, Laure, additional, Langlet, Clément, additional, Giovannini, Francesco, additional, Verbist, Christophe, additional, Salvadé, Stefano, additional, Giugliano, Michele, additional, Henderson, James A., additional, Wernecke, Hendrik, additional, Sándor, Bulcsú, additional, Gros, Claudius, additional, Voges, Nicole, additional, Dabrovska, Paulina, additional, Riehle, Alexa, additional, Brochier, Thomas, additional, Grün, Sonja, additional, Gu, Yifan, additional, Gong, Pulin, additional, Dumont, Grégory, additional, Novikov, Nikita A., additional, Gutkin, Boris S., additional, Tewatia, Parul, additional, Eriksson, Olivia, additional, Kramer, Andrei, additional, Santos, Joao, additional, Jauhiainen, Alexandra, additional, Kotaleski, Jeanette H., additional, Belić, Jovana J., additional, Kumar, Arvind, additional, Kotaleski, Jeanette Hellgren, additional, Shimono, Masanori, additional, Hatano, Naomichi, additional, Ahmad, Subutai, additional, Cui, Yuwei, additional, Hawkins, Jeff, additional, Senk, Johanna, additional, Korvasová, Karolína, additional, Tetzlaff, Tom, additional, Helias, Moritz, additional, Kühn, Tobias, additional, Denker, Michael, additional, Mana, PierGianLuca, additional, Dahmen, David, additional, Schuecker, Jannis, additional, Goedeke, Sven, additional, Keup, Christian, additional, Heuer, Katja, additional, Bakker, Rembrandt, additional, Tiesinga, Paul, additional, Toro, Roberto, additional, Qin, Wei, additional, Hadjinicolaou, Alex, additional, Ibbotson, Michael R., additional, Kameneva, Tatiana, additional, Lytton, William W., additional, Mulugeta, Lealem, additional, Drach, Andrew, additional, Myers, Jerry G., additional, Horner, Marc, additional, Vadigepalli, Rajanikanth, additional, Morrison, Tina, additional, Walton, Marlei, additional, Steele, Martin, additional, Anthony Hunt, C., additional, Tam, Nicoladie, additional, Amaducci, Rodrigo, additional, Muñiz, Carlos, additional, Reyes-Sánchez, Manuel, additional, Rodríguez, Francisco B., additional, Varona, Pablo, additional, Cronin, Joseph T., additional, Hennig, Matthias H., additional, Iavarone, Elisabetta, additional, Yi, Jane, additional, Shi, Ying, additional, Zandt, Bas-Jan, additional, Van Geit, Werner, additional, Rössert, Christian, additional, Markram, Henry, additional, Hill, Sean, additional, O’Reilly, Christian, additional, Perin, Rodrigo, additional, Lu, Huanxiang, additional, Bryson, Alexander, additional, Hadrava, Michal, additional, Hlinka, Jaroslav, additional, Hosaka, Ryosuke, additional, Olenik, Mark, additional, Houghton, Conor, additional, Iannella, Nicolangelo, additional, Launey, Thomas, additional, Kotsakidis, Rebecca, additional, Soriano, Jaymar, additional, Kubo, Takatomi, additional, Inoue, Takao, additional, Kida, Hiroyuki, additional, Yamakawa, Toshitaka, additional, Suzuki, Michiyasu, additional, Ikeda, Kazushi, additional, Abbasi, Samira, additional, Hudson, Amber E., additional, Heck, Detlef H., additional, Jaeger, Dieter, additional, Lee, Joel, additional, Janušonis, Skirmantas, additional, Saggio, Maria Luisa, additional, Spiegler, Andreas, additional, Stacey, William C., additional, Bernard, Christophe, additional, Lillo, Davide, additional, Petkoski, Spase, additional, Drakesmith, Mark, additional, Jones, Derek K., additional, Zadeh, Ali Sadegh, additional, Kambhampati, Chandra, additional, Karbowski, Jan, additional, Kaya, Zeynep Gokcen, additional, Lakretz, Yair, additional, Treves, Alessandro, additional, Li, Lily W., additional, Lizier, Joseph, additional, Kerr, Cliff C., additional, Masquelier, Timothée, additional, Kheradpisheh, Saeed Reza, additional, Kim, Hojeong, additional, Kim, Chang Sub, additional, Marakshina, Julia A., additional, Vartanov, Alexander V., additional, Neklyudova, Anastasia A., additional, Kozlovskiy, Stanislav A., additional, Kiselnikov, Andrey A., additional, Taniguchi, Kanako, additional, Kitano, Katsunori, additional, Schmitt, Oliver, additional, Lessmann, Felix, additional, Schwanke, Sebastian, additional, Eipert, Peter, additional, Meinhardt, Jennifer, additional, Beier, Julia, additional, Kadir, Kanar, additional, Karnitzki, Adrian, additional, Sellner, Linda, additional, Klünker, Ann-Christin, additional, Kuch, Lena, additional, Ruß, Frauke, additional, Jenssen, Jörg, additional, Wree, Andreas, additional, Sanz-Leon, Paula, additional, Knock, Stuart A., additional, Chien, Shih-Cheng, additional, Maess, Burkhard, additional, Knösche, Thomas R., additional, Cohen, Charles C., additional, Popovic, Marko A., additional, Klooster, Jan, additional, Kole, Maarten H.P., additional, Roberts, Erik A., additional, Kopell, Nancy J., additional, Kepple, Daniel, additional, Giaffar, Hamza, additional, Rinberg, Dima, additional, Koulakov, Alex, additional, Forlim, Caroline Garcia, additional, Klock, Leonie, additional, Bächle, Johanna, additional, Stoll, Laura, additional, Giemsa, Patrick, additional, Fuchs, Marie, additional, Schoofs, Nikola, additional, Montag, Christiane, additional, Gallinat, Jürgen, additional, Lee, Ray X., additional, Stephens, Greg J., additional, Kuhn, Bernd, additional, Tauffer, Luiz, additional, Isope, Philippe, additional, Inoue, Katsuma, additional, Ohmura, Yoshiyuki, additional, Yonekura, Shogo, additional, Kuniyoshi, Yasuo, additional, Jang, Hyun Jae, additional, Kwag, Jeehyun, additional, de Kamps, Marc, additional, Lai, Yi Ming, additional, dos Santos, Filipa, additional, Lam, K. P., additional, Andras, Peter, additional, Imperatore, Julia, additional, Helms, Jessica, additional, Tompa, Tamas, additional, Lavin, Antonieta, additional, Inkpen, Felicity H., additional, Ashby, Michael C., additional, Lepora, Nathan F., additional, Shifman, Aaron R., additional, Lewis, John E., additional, Zhang, Zhong, additional, Feng, Yeqian, additional, Tetzlaff, Christian, additional, Kulvicius, Tomas, additional, Li, Yinyun, additional, Pena, Rodrigo F. O., additional, Bernardi, Davide, additional, Roque, Antonio C., additional, Lindner, Benjamin, additional, Vellmer, Sebastian, additional, Saudargiene, Ausra, additional, Maninen, Tiina, additional, Havela, Riikka, additional, Linne, Marja-Leena, additional, Powanwe, Arthur, additional, Longtin, Andre, additional, Garrido, Jesús A., additional, Graham, Joe W., additional, Dura-Bernal, Salvador, additional, Angulo, Sergio L., additional, Neymotin, Samuel A., additional, and Antic, Srdjan D., additional

Published
2017
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12. Spatial-temporal functional mapping of language at the bedside with electrocorticographyAuthor Response

Author

Babajani-Feremi, Abbas, primary, Wang, Yujing, primary, Wheless, James W., additional, Papanicolaou, James W., additional, Fifer, Matthew S., additional, Flinker, Adeen, additional, Korzeniewska, Anna, additional, Cervenka, Mackenzie C., additional, Anderson, William S., additional, Boatman-Reich, Dana F., additional, and Crone, Nathan E., additional

Published
2016
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17. Proceedings of the Second International Workshop on Advances in Electrocorticography

Author

ALBANY MEDICAL COLL NY, Ritaccio, Anthony, Boatman-Reich, Dana, Brunner, Peter, Cervenka, Mackenzie C, Cole, Andrew J, Crone, Nathan, Duckrow, Robert, Korzeniewska, Anna, Litt, Brian, Miller, Kai J, ALBANY MEDICAL COLL NY, Ritaccio, Anthony, Boatman-Reich, Dana, Brunner, Peter, Cervenka, Mackenzie C, Cole, Andrew J, Crone, Nathan, Duckrow, Robert, Korzeniewska, Anna, Litt, Brian, and Miller, Kai J

Abstract

The Second International Workshop on Advances in Electrocorticography (ECoG) was convened in San Diego, CA, USA, on November 11 12, 2010. Between this meeting and the inaugural 2009 event, a much clearer picture has been emerging of cortical ECoG physiology and its relationship to local field potentials and single-cell recordings. Innovations in material engineering are advancing the goal of a stable long-term recording interface. Continued evolution of ECoG-driven brain computer interface technology is determining innovation in neuroprosthetics. Improvements in instrumentation and statistical methodologies continue to elucidate ECoG correlates of normal human function as well as the ictal state. This proceedings document summarizes the current status of this rapidly evolving field., The original document contains color images. Published in Epilepsy & Behavior, v22 p641-650, 28 Oct 2011. Prepared in collaboration with the Johns Hopkins Hospital, Baltimore, MD, the Wadsworth Center, New York State Department of Health, Albany, the Massachusetts General Hospital and Harvard Medical School, Boston, Yale University, New Haven, CT, the University of Pennsylvania, Pittsburgh, Stanford University, Stanford, CA, Washington University, St. Louis, MO, the Polytechnic Institute of New York University, Brooklyn, and the University of Wisconsin Madison. Sponsored in part by NIH R01-NS40596, K24-DC010028, R01-EB000856, and R01-EB006356.

Published
2011

21. Complex Modulation Method for Measuring Cross-Frequency Coupling of Neural Oscillations.

Author

Malinowska U, Zieleniewska M, Boatman-Reich D, and Franaszczuk PJ

Subjects
Cognition, Humans, Electrocorticography, Neurons
Abstract

There is growing evidence from human intracranial electrocorticography (ECoG) studies that interactions between cortical frequencies are important for sensory perception, cognition and inter-regional neuronal communication. Recent studies have focused mainly on the strength of phase-amplitude coupling in cross-frequency interactions. Here, we introduce a complex modulation method based on measures of coherence to investigate cross-frequency coupling in the neural time series. This novel approach uses complex demodulation transform and coherence measures from the transformed signals. We used this method to quantify power coupling between two cortical frequency bands: theta (47 Hz) and high gamma (70-150 Hz) in ECoG signals recorded during an auditory task. We compared complex modulation results with traditional phase-amplitude coupling measures (PAC) derived from the same ECoG dataset. Our results suggest that cross-frequency coupling may involve changes in both phase-amplitude and power relationships between frequencies, reflecting the complexity of neuronal oscillatory interactions.

Published
2018
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22. Cross-frequency coupling during auditory perception in human cortex.

Author

Malinowska U and Boatman-Reich D

Subjects
Electrocorticography, Gamma Rhythm physiology, Humans, Theta Rhythm physiology, Auditory Cortex physiology, Auditory Perception physiology
Abstract

Cross-frequency coupling plays an important role in coordinating neuronal computations underlying human perception, learning and memory. Here we compared four methods for measuring phase/amplitude coupling (PAC) of theta (4-7 Hz) and high-gamma (70-150 Hz) in intracranial electrocorticographic (ECoG) recordings. Time-frequency spectral and time-domain evoked responses were derived for comparison. All four methods showed significant increases in theta/high-gamma PAC in auditory cortex at sites where significant event-related increases in high-gamma power were also observed. Similarly, all PAC methods revealed stimulus effects (type, probability). However, the patterns of PAC increases differed across methods. Results suggest that PAC measures may be differentially sensitive to the underlying neural activity, including high-gamma amplitude, phase locking, and response timing.

Published
2016
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23. Quantifying auditory event-related responses in multichannel human intracranial recordings.

Author

Boatman-Reich D, Franaszczuk PJ, Korzeniewska A, Caffo B, Ritzl EK, Colwell S, and Crone NE

Abstract

Multichannel intracranial recordings are used increasingly to study the functional organization of human cortex. Intracranial recordings of event-related activity, or electrocorticography (ECoG), are based on high density electrode arrays implanted directly over cortex, combining good temporal and spatial resolution. Developing appropriate statistical methods for analyzing event-related responses in these high dimensional ECoG datasets remains a major challenge for clinical and systems neuroscience. We present a novel methodological framework that combines complementary, existing methods adapted for statistical analysis of auditory event-related responses in multichannel ECoG recordings. This analytic framework integrates single-channel (time-domain, time-frequency) and multichannel analyses of event-related ECoG activity to determine statistically significant evoked responses, induced spectral responses, and effective (causal) connectivity. Implementation of this quantitative approach is illustrated using multichannel ECoG data from recent studies of auditory processing in patients with epilepsy. Methods described include a time-frequency matching pursuit algorithm adapted for modeling brief, transient cortical spectral responses to sound, and a recently developed method for estimating effective connectivity using multivariate autoregressive modeling to measure brief event-related changes in multichannel functional interactions. A semi-automated spatial normalization method for comparing intracranial electrode locations across patients is also described. The individual methods presented are published and readily accessible. We discuss the benefits of integrating multiple complementary methods in a unified and comprehensive quantitative approach. Methodological considerations in the analysis of multichannel ECoG data, including corrections for multiple comparisons are discussed, as well as remaining challenges in the development of new statistical approaches.

Published
2010
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