EXC 1086:  BrainLinks-BrainTools

• Fachliche Zuordnung: Systemtechnik ; Neurowissenschaften
• Förderung: Förderung von 2012 bis 2019
• Projektkennung: Deutsche Forschungsgemeinschaft (DFG) - Projektnummer 194657344

• Erstellungsjahr: 2019

Zusammenfassung der Projektergebnisse

Die Untersuchung der Funktionsweise des Gehirns und der klinischen Behandlungen seiner Krankheiten wie beispielsweise Bewegungsstörungen oder Epilepsie hat substantiell von technischen Systemen für die direkte Interaction mit dem Gehirn profitiert. Es könnte jedoch ein weitaus größeres Spektrum von Patienten von der Lösung grundlegender, medizinischer und technischer Herausforderungen der Neurotechnologie profitieren. Die übergreifende, wissenschaftliche Vision von BrainLinks-BrainTools lag in dem Ziel, bidirektionale Interaktion zwischen dem Gehirn und technischen Systemen auf eine neue Ebene zu heben. Dazu sollten flexible, stabile und adaptive Anwendungen von hybriden Gehirn-Maschine-Schnittstellen entwickelt werden. BrainLinks-Brain-Tools war ein kohärenter Antrag von Forschenden aus den Neuro- und Ingenieurwissenschaften und der Informatik, um die Aktivität des Gehirns für die Kontrolle externer und implantierter Systeme zu nutzen. BrainLinks-BrainTools ist eine strategische Verpflichtung der Universität Freiburg und von Forschenden aus der Medizin, der Biologie, der Mikrosystemtechnik, der Informatik, der Philosopie und der Neurotechnologie mit dem Ziel herausragende Forschung zu leisten und gleichzeitig Early Career Researcher zu fördern, Gender Gleichstellung zu erreichen und ethische Aspekte der Forschung und Technik zu diskutieren. BrainLinks-BrainTools ist Teil einer internationalen Achse von führenden Zentren der Neurotechnologie und einem dichten Netzwerk von industriellen Partnern für die Weiterentwicklung, Verbreitung von Resultaten und die Überführung in Anwendungen bei gleichzeitig kritischer Reflektion der Forschungsergebnisse mit Blick auf deren Akzeptanz in der Gesellschaft. Der Cluster wurde als ein programmatisches Zentrum der Universität installiert, um die Forschung und Lehre zu integrieren und eine kohärente und langfristige Struktur zu etablieren. BrainLinks-BrainTools hat die erforderlichen Strukturen und Professuren innerhalb der Universität erfolgreich aufgebaut und ist vollständig in die Universtiät integiert. Die PIs von BrainLinks-Brain- Tools haben erfolgreich ein Forschungsgebäude einwerben können und erhielten vom Wissenschaftsrat für ihren Vorschlag für das Zentrum für Intelligent Machine Brain Interfacing Technology (IMBIT) die Bewertung des besten Antrags. Das IMBIT wird den mehr als 100 Forschenden von BrainLinks-BrainTools ein herausragendes Umfeld im Kontext der Neurotechnologie bieten. Brain- Links-BrainTools war wissenschaftlich höchst erfolgreich. Es hat mehr als 800 Publikationen generiert, wobei viele davon in den wichtigsten Journalen und Konferenz-Proceedings der entsprechenden Forschungsfelder erschienen sind.

Projektbezogene Publikationen (Auswahl)

• "Stimulus Selection through Selective Synchronization between Monkey Visual Areas," Neuron, vol. 75, pp. 875-888, 2012
  Bosman, Conrado A.; Schoffelen, Jan-Mathijs; Brunet, Nicolas; Oostenveld, Robert; Bastos, Andre M.; Womelsdorf, Thilo; Rubehn, Birthe; Stieglitz, Thomas; De Weerd, Peter & Fries, Pascal
  
• "A polymer-based microimplant for optogenetic applications: design and first in vivo study," Lab on a Chip, vol. 13, pp. 579-588, 2013
  Rubehn, Birthe; Wolff, Steffen B. E.; Tovote, Philip; Lüthi, Andreas & Stieglitz, Thomas
  
• "Epilepsy-induced motility of differentiated neurons," Cerebral Cortex, vol. 24, pp. 2130-2140, 2014
  Chai, Xuejun; Münzner, Gert; Zhao, Shanting; Tinnes, Stefanie; Kowalski, Janina; Häussler, Ute; Young, Christina; Haas, Carola A. & Frotscher, Michael
  
• "Neural activity in human hippocampal formation reveals the spatial context of retrieved memories," Science, vol. 342, pp. 1111-1114, 2013
  Miller, Jonathan F.; Neufang, Markus; Solway, Alec; Brandt, Armin; Trippel, Michael; Mader, Irina; Hefft, Stefan; Merkow, Max; Polyn, Sean M.; Jacobs, Joshua; Kahana, Michael J. & Schulze-Bonhage, Andreas
  
• "3D Mapping with an RGB-D Camera," IEEE Trans. on Robotics, vol. 30, pp. 177-187, 2014
  Endres, Felix; Hess, Jurgen; Sturm, Jurgen; Cremers, Daniel & Burgard, Wolfram
  
• "A detailed insight into drug delivery from PEDOT based on analytical methods: effects and side effects," Biomedical Materials Research Part A,, vol. 103, pp. 1200-1207, 2015
  Boehler, Christian & Asplund, Maria
  
• "Concurrent stable and unstable cortical correlates of human wrist movements," Human Brain Mapping, vol. 35, pp. 3867- 3879, 2014
  Witte, Matthias; Galán, Ferran; Waldert, Stephan; Braun, Christoph & Mehring, Carsten
  
• "Fast fMRI provides high statistical power in the analysis of epileptic networks," Neuroimage, vol. 88, pp. 282-294, 2014
  Jacobs, Julia; Stich, Julia; Zahneisen, Benjamin; Assländer, Jakob; Ramantani, Georgia; Schulze-Bonhage, Andreas; Korinthenberg, Rudolph; Hennig, Jürgen & LeVan, Pierre
  
• "Joint CP-AMPA and group I mGlu receptor activation is required for synaptic plasticity in dentate gyrus fast-spiking interneurons," P Natl Acad Sci USA, vol. 111, pp. 13211-13216, 2014
  Hainmüller, Thomas; Krieglstein, Kerstin; Kulik, Akos & Bartos, Marlene
  
• "Magnetic properties of materials for MR engineering, micro-MR and beyond," Journal of Magnetic Resonance, vol. 242, pp. 233-242, 2014
  Wapler, Matthias C.; Leupold, Jochen; Dragonu, Iulius; von Elverfeld, Dominik; Zaitsev, Maxim & Wallrabe, Ulrike
  
• "Restoring Natural Sensory Feedback in Real-Time Bidirectional Hand Prostheses," Science Translational Medicine, vol. 6, 2014
  Raspopovic, Stanisa; Capogrosso, Marco; Petrini, Francesco Maria; Bonizzato, Marco; Rigosa, Jacopo; Di Pino, Giovanni; Carpaneto, Jacopo; Controzzi, Marco; Boretius, Tim; Fernandez, Eduardo; Granata, Giuseppe; Oddo, Calogero Maria; Citi, Luca; Ciancio, Anna Lisa; Cipriani, Christian; Carrozza, Maria Chiara; Jensen, Winnie; Guglielmelli, Eugenio; Stieglitz, Thomas; ... & Micera, Silvestro
  
• "Robust artifactual independent component classification for BCI practitioners," Journal of Neural Engineering, vol. 11, 2014
  Winkler, Irene; Brandl, Stephanie; Horn, Franziska; Waldburger, Eric; Allefeld, Carsten & Tangermann, Michael
  
• "Temporal and spatial characteristics of high frequency oscillations as a new biomarker in epilepsy," Epilepsia, vol. 56, pp. 197-206, 2015
  Dümpelmann, Matthias; Jacobs, Julia & Schulze‐Bonhage, Andreas
  
• "Astrocyte uncoupling as a cause of human temporal lobe epilepsy," Brain, vol. 138, pp. 1208-1222, 2015
  Bedner, Peter; Dupper, Alexander; Hüttmann, Kerstin; Müller, Julia; Herde, Michel K.; Dublin, Pavel; Deshpande, Tushar; Schramm, Johannes; Häussler, Ute; Haas, Carola A.; Henneberger, Christian; Theis, Martin & Steinhäuser, Christian
  
• "Differential Roles of Ventral and Dorsal Streams for Conceptual and Production-Related Components of Tool Use in Acute Stroke Patients," Cerebral Cortex, vol. 26, pp. 3754-3771, 2016
  Martin, Markus; Beume, Lena; Kümmerer, Dorothee; Schmidt, Charlotte S. M.; Bormann, Tobias; Dressing, Andrea; Ludwig, Vera M.; Umarova, Roza M.; Mader, Irina; Rijntjes, Michel; Kaller, Christoph P. & Weiller, Cornelius
  
• "Early Seizure Detection Algorithm Based on Intracranial EEG and Random Forest Classification," International Journal of Neural Systems, vol. 25, 2015
  Donos, Cristian; Dümpelmann, Matthias & Schulze-Bonhage, Andreas
  
• "Efficient and Robust Automated Machine Learning," Advances in Neural Information Processing Systems 28, 2015. 2962 ff.
  M. Feurer, A. Klein, K. Eggensperger, J. Springenberg, M. Blum and F. Hutter
  
• "Electrical stimulation of the medial forebrain bundle in pre-clinical studies of psychiatric disorders," Neuroscience and Biobehavioral Reviews, vol. 49, pp. 32-42, 2015
  Döbrössy, Máté D.; Furlanetti, Luciano L. & Coenen, Volker A.
  
• "Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images," in Proceedings of the 28th International Conference on Neural Information Processing Systems (NIPS), 2015
  M. Watter, J. T. Springenberg, J. Boedecker and M. Riedmiller
  
• "Fabrication Process for Micro Thermoelectric Generators (μTEGs)," Journal of Electronic Materials, vol. 660, 10 2015
  Pelz, U.; Jaklin, J.; Rostek, R.; Thoma, F.; Kröner, M. & Woias, P.
  
• "Global, Dense Multiscale Reconstruction for a Billion Points," International Journal of Computer Vision, vol. 125, pp. 82-94, 2017
  Ummenhofer, Benjamin & Brox, Thomas
  
• "Intrinsic excitability measures track antiepileptic drug action and uncover increasing/decreasing excitability over the wake/sleep cycle," P Natl Acad Sci USA, vol. 112, pp. 14694-14699, 2015
  Meisel, Christian; Schulze-Bonhage, Andreas; Freestone, Dean; Cook, Mark James; Achermann, Peter & Plenz, Dietmar
  
• "Mesolimbic dopamine signals the value of work," Nature neuroscience, vol. 19, no. 1, pp. 117-26, 2016
  Hamid, Arif A.; Pettibone, Jeffrey R.; Mabrouk, Omar S.; Hetrick, Vaughn L.; Schmidt, Robert; Vander Weele, Caitlin M.; Kennedy, Robert T.; Aragona, Brandon J. & Berke, Joshua D.
  
• "Mossy fiber sprouting and pyramidal cell dispersion in the hippocampal CA2 region in a mouse model of temporal lobe epilepsy," Hippocampus, vol. 26, pp. 577-588, 2016
  Häussler, Ute; Rinas, Katrin; Kilias, Antje; Egert, Ulrich & Haas, Carola A.
  
• "Nanostructured platinum grass enables superior impedance reduction for neural microelectrodes," Biomaterials, vol. 67, pp. 346-353, 2015
  Boehler, C.; Stieglitz, T. & Asplund, M.
  
• "New approaches for CMOS-based devices for large-scale neural recording," ScienceDirect, vol. 32, pp. 31-37, 2015
  Ruther, Patrick & Paul, Oliver
  
• "RFID Technology for Continuous Monitoring of Physiological Signals in Small Animals," IEEE Transactions on Biomedical Engineering, vol. 62, pp. 618-626, 2015
  Volk, Tobias; Gorbey, Stefan; Bhattacharyya, Mayukh; Gruenwald, Waldemar; Lemmer, Bjorn; Reindl, Leonhard M.; Stieglitz, Thomas & Jansen, Dirk
  
• "Strength and duration of perisomatic GABAergic inhibition depend on distance between synaptically connected cells," P Natl Acad Sci USA, vol. 112, pp. 1220-1226, 2015
  M. Strüber, P. Jonas and M. Bartos
  
• "Transient Reward Approximation for Continuous-Time Markov Chains," IEEE Transactions on Reliability, vol. 64, 2015
  Hahn, Ernst Moritz; Hermanns, Holger; Wimmer, Ralf & Becker, Bernd
  
• "Ultra-fast magnetic resonance encephalography of physiological brain activity-Glymphatic pulsation mechanisms?," Journal of Cerebral Blood Flow & Metabolism, vol. 36, pp. 1033-1045, 2016
  Kiviniemi, Vesa; Wang, Xindi; Korhonen, Vesa; Keinänen, Tuija; Tuovinen, Timo; Autio, Joonas; LeVan, Pierre; Keilholz, Shella; Zang, Yu-Feng; Hennig, Jürgen & Nedergaard, Maiken
  
• "A Meta-analysis on the neural basis of planning: Activation likelihood estimation of functional brain imaging results in the Tower of London task," Human Brain Mapping, vol. 38, pp. 396-413, 2017
  Nitschke, Kai; Köstering, Lena; Finkel, Lisa; Weiller, Cornelius & Kaller, Christoph P.
  
• "Autonomous Optimization of Targeted Stimulation of Neuronal Networks," PLoS Computational Biology, vol. 12, 2016
  Kumar, Sreedhar S.; Wülfing, Jan; Okujeni, Samora; Boedecker, Joschka; Riedmiller, Martin & Egert, Ulrich
  
• "Efficient Wireless Powering of Biomedical Sensor Systems for Multichannel Brain Implants," IEEE Transactions on Instrumentation and Measurement, vol. 65, pp. 754-764, 2016
  Stoecklin, Sebastian; Yousaf, Adnan; Volk, Tobias & Reindl, Leonhard
  
• "Gamma-Rhythmic Gain Modulation," Neuron, vol. 92, pp. 240-251, 2016
  Ni, Jianguang; Wunderle, Thomas; Lewis, Christopher Murphy; Desimone, Robert; Diester, Ilka & Fries, Pascal
  
• "Learning to Generate Chairs, Tables and Cars with Convolutional Networks," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 39, pp. 692-705, 2017
  Dosovitskiy, Alexey; Springenberg, Jost; Tatarchenko, Maxim & Brox, Thomas
  
• "Organizing objects by predicting user preferences through collaborative filtering," The International Journal of Robotics Research, vol. 35, 2016
  Abdo, Nichola; Stachniss, Cyrill; Spinello, Luciano & Burgard, Wolfram
  
• "Predictors and signatures of recovery from neglect in acute stroke," Annals of Neurology, vol. 79, pp. 673-686, 2016
  Umarova, Roza M.; Nitschke, Kai; Kaller, Christoph P.; Klöppel, Stefan; Beume, Lena; Mader, Irina; Martin, Markus; Hennig, Jürgen & Weiller, Cornelius
  
• "Predominance of Movement Speed Over Direction in Neuronal Population Signals of Motor Cortex: Intracranial EEG Data and A Simple Explanatory Model," Cerebral Cortex, vol. 26, pp. 2863-2681, 2016
  Hammer, Jiří; Pistohl, Tobias; Fischer, Jörg; Kršek, Pavel; Tomášek, Martin; Marusič, Petr; Schulze-Bonhage, Andreas; Aertsen, Ad & Ball, Tonio
  
• "Quasi-Bessel beams from asymmetric and astigmatic illumination sources," Optics Express, vol. 24, pp. 17433-17452, 2016
  Müller, Angelina; Wapler, Matthias C.; Schwarz, Ulrich T.; Reisacher, Markus; Holc, Katarzyna; Ambacher, Oliver & Wallrabe, Ulrike
  
• "Recovery of Dynamics and Function in Spiking Neural Networks with Closed-Loop Control," PLoS Computational Biology, vol. 12, 2016
  Vlachos, Ioannis; Deniz, Taşkin; Aertsen, Ad & Kumar, Arvind
  
• "Synaptic remodeling of entorhinal input contributes to an aberrant hippocampal network in temporal lobe epilepsy," Cerebral Cortex, vol. 27, pp. 2348-2364, 2017
  Janz, Philipp; Savanthrapadian, Shakuntala; Häussler, Ute; Kilias, Antje; Nestel, Sigrun; Kretz, Oliver; Kirsch, Matthias; Bartos, Marlene; Egert, Ulrich & Haas, Carola A.
  
• "A Functional Gradient in the Rodent Prefrontal Cortex Supports Behavioral Inhibition," Current Biology, vol. 27, pp. 549-555, 2017
  Hardung, Stefanie; Epple, Robert; Jäckel, Zoe; Eriksson, David; Uran, Cem; Senn, Verena; Gibor, Lihi; Yizhar, Ofer & Diester, Ilka
  
• "Actively controlled release of Dexamethasone from neural microelectrodes in a chronic in vivo study," Biomaterials, vol. 129, pp. 176-187, 2017
  Boehler, C.; Kleber, C.; Martini, N.; Xie, Y.; Dryg, I.; Stieglitz, T.; Hofmann, U.G. & Asplund, M.
  
• "An Objective Comparison of Cell Tracking Algorithms," in Nature Methods, 2017
  Ulman, Vladimír; Maška, Martin; Magnusson, Klas E G; Ronneberger, Olaf; Haubold, Carsten; Harder, Nathalie; Matula, Pavel; Matula, Petr; Svoboda, David; Radojevic, Miroslav; Smal, Ihor; Rohr, Karl; Jaldén, Joakim; Blau, Helen M; Dzyubachyk, Oleh; Lelieveldt, Boudewijn; Xiao, Pengdong; Li, Yuexiang; Cho, Siu-Yeung; ... & Ortiz-de-Solorzano, Carlos
  
• "Correlations between Motor Symptoms across Different Motor Tasks, Quantified via Random Forest Feature Classification in Parkinson's Disease," Frontiers in Neurology, vol. 8, p. 607, 2017
  Kuhner, Andreas; Schubert, Tobias; Cenciarini, Massimo; Wiesmeier, Isabella Katharina; Coenen, Volker Arnd; Burgard, Wolfram; Weiller, Cornelius & Maurer, Christoph
  
• "Deep learning with convolutional neural networks for EEG decoding and visualization," Human Brain Mapping, vol. 38, pp. 5391-5420, 2017
  Schirrmeister, Robin Tibor; Springenberg, Jost Tobias; Fiederer, Lukas Dominique Josef; Glasstetter, Martin; Eggensperger, Katharina; Tangermann, Michael; Hutter, Frank; Burgard, Wolfram & Ball, Tonio
  
• "Distance-dependent inhibition facilitates focality of gamma oscillations in the dentate gyrus," Nature Comm, vol. 8, 2017
  Strüber, Michael; Sauer, Jonas-Frederic; Jonas, Peter & Bartos, Marlene
  
• "Distinct white matter alterations following severe stroke: Longitudinal DTI study in neglect," Neurology, vol. 88, pp. 1546-1555, 2017
  Umarova, Roza M.; Beume, Lena; Reisert, Marco; Kaller, Christoph P.; Klöppel, Stefan; Mader, Irina; Glauche, Volkmar; Kiselev, Valerij G.; Catani, Marco & Weiller, Cornelius
  
• "Four ethical priorities for neurotechnologies and AI," Nature News, vol. 551, pp. 159-163, 2017
  Yuste, Rafael; Goering, Sara; Arcas, Blaise Agüera y; Bi, Guoqiang; Carmena, Jose M.; Carter, Adrian; Fins, Joseph J.; Friesen, Phoebe; Gallant, Jack; Huggins, Jane E.; Illes, Judy; Kellmeyer, Philipp; Klein, Eran; Marblestone, Adam; Mitchell, Christine; Parens, Erik; Pham, Michelle; Rubel, Alan; Sadato, Norihiro; ... & Wolpaw, Jonathan
  
• "How to record HFOs in epilepsy: a practical guideline," Epilepsia, vol. 58, pp. 1305-1315, 2017
  Zijlmans, Maeike; Worrell, Gregory A.; Dümpelmann, Matthias; Stieglitz, Thomas; Barborica, Andrei; Heers, Marcel; Ikeda, Akio; Usui, Naotaka & Le Van Quyen, Michel
  
• "Improving zero-training brain-computer interfaces by mixing model estimators," Journal of Neural Engineering, vol. 14, 2017
  Verhoeven, T.; Hübner, D.; Tangermann, M.; Müller, K. R.; Dambre, J. & Kindermans, P. J.
  
• "Incorporation of Silicon Carbide and Diamond‐Like Carbon as Adhesion Promoters Improves In Vitro and In Vivo Stability of Thin-Film Glassy Carbon Electrocorticography Arrays," Adv. Biosys., vol. 2, 2018
  Vomero, Maria; Castagnola, Elisa; Ordonez, Juan S.; Carli, Stefano; Zucchini, Elena; Maggiolini, Emma; Gueli, Calogero; Goshi, Noah; Ciarpella, Francesca; Cea, Claudia; Fadiga, Luciano; Ricci, Davide; Kassegne, Sam & Stieglitz, Thomas
  
• "Let There Be Light - Optoprobes for Neural Implants," Proceedings of the IEEE, vol. 105, pp. 101-138, 2017
  Alt, Marie T.; Fiedler, Eva; Rudmann, Linda; Ordonez, Juan S.; Ruther, Patrick & Stieglitz, Thomas
  
• "Mesoscale architecture shapes initiation and richness of spontaneous network activity," Journal of Neuroscience, vol. 37, pp. 3972-3987, 2017
  Okujeni, Samora; Kandler, Steffen & Egert, Ulrich
  
• "Organization of prefrontal network activity by respiration-related oscillations," in Scientific reports, 2017
  Biskamp, Jonatan; Bartos, Marlene & Sauer, Jonas-Frederic
  
• "Segmented Bessel Beams," Optics Express, vol. 25, pp. 22640-22646, 2017
  Müller, Angelina; Wapler, Matthias C. & Wallrabe, Ulrike
  
• "Shakey 2016 - How Much Does it Take to Redo Shakey the Robot?," IEEE Robotics and Automation Letters (RA-L), vol. 2, pp. 1203-1209, 2017
  Speck, David; Dornhege, Christian & Burgard, Wolfram
  
• "Somatostatin-positive interneurons in the dentate gyrus of mice provide local- and long-range septal synaptic inhibition," eLife, vol. 6, 2017
  Yuan, Mei; Meyer, Thomas; Benkowitz, Christoph; Savanthrapadian, Shakuntala; Ansel-Bollepalli, Laura; Foggetti, Angelica; Wulff, Peer; Alcami, Pepe; Elgueta, Claudio & Bartos, Marlene
  
• "Versatile, modular three-dimensional microelectrode arrays for neuronal ensemble recordings: from design to fabrication, assembly, and functional validation in non-human primates," Journal of Neural Engineering, vol. 14, 2017
  Barz, F.; Livi, A.; Lanzilotto, M.; Maranesi, M.; Bonini, L.; Paul, O. & Ruther, P.
  
• eining, U. Häussler, J. G. Korvink, D. Elverfeldt, J. Hennig, U. Egert, P. LeVan and C. A. Haas, "Early tissue damage and microstructural reorganization predict disease severity of experimental epilepsy," Elife, vol. 6, p. e25742, 2017
  Janz, Philipp; Schwaderlapp, Niels; Heining, Katharina; Häussler, Ute; Korvink, Jan G.; von Elverfeldt, Dominik; Hennig, Jürgen; Egert, Ulrich; Levan, Pierre & Haas, Carola A.
  
• "A 22 V Compliant 56 μ W Twin- Track Active Charge Balancing Enabling 100% Charge Compensation Even in Monophasic and 36% Amplitude Correction in Biphasic Neural Stimulators," IEEE Journal of Solid-State Circuits, vol. 53, pp. 2298-2310, 2018
  Butz, Natalie; Taschwer, Armin; Nessler, Sebastian; Manoli, Yiannos & Kuhl, Matthias
  
• "Aspherical high-speed varifocal mirror for miniature catadioptric objectives," Optics Express, vol. 26, pp. 6090-6102, 2018
  Wapler, Matthias C; Lemke, Florian; Alia, Gazmed & Wallrabe, Ulrike
  
• "Associative properties of structural plasticity based on firing rate homeostasis in recurrent neuronal networks," Scientific Reports, vol. 8, 2018
  Gallinaro, Júlia V. & Rotter, Stefan
  
• "CMOS Neural Probe with 1600 Close-packed Recording Sites and 32 Analog Output Channels," Journal of Microelectromechanical Systems, vol. 27, pp. 1023-1034, 2018
  Sayed Herbawi, Abdalrahman; Christ, Olaf; Kiessner, Lukas; Mottaghi, Soheil; Hofmann, Ulrich G.; Paul, Oliver & Ruther, Patrick
  
• "Combining biophysical modeling and deep learning for multielectrode array neuron localization and classification," Journal of Neurophysiology, vol. 120 3, pp. 1212-1232, 2018
  Buccino, Alessio P.; Kordovan, Michael; Ness, Torbjørn V.; Merkt, Benjamin; Häfliger, Philipp D.; Fyhn, Marianne; Cauwenberghs, Gert; Rotter, Stefan & Einevoll, Gaute T.
  
• "Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller," in International Joint Conference on Neural Networks (IJCNN), 2018
  Hugle, Maria; Heller, Simon; Watter, Manuel; Blum, Manuel; Manzouri, Farrokh; Dumpelmann, Matthias; Schulze-Bonhage, Andreas; Woias, Peter & Boedecker, Joschka
  
• "Engrafted parenchymal brain macrophages differ from microglia in transcriptome, chromatin landscape and response to challenge," Nature Communications, vol. 9, p. 5206, 2018
  Shemer, Anat; Grozovski, Jonathan; Tay, Tuan Leng; Tao, Jenhan; Volaski, Alon; Süß, Patrick; Ardura-Fabregat, Alberto; Gross-Vered, Mor; Kim, Jung-Seok; David, Eyal; Chappell-Maor, Louise; Thielecke, Lars; Glass, Christopher K.; Cornils, Kerstin; Prinz, Marco & Jung, Steffen
  
• "From correlation to causation: Estimating effective connectivity from zero-lag covariances of brain signals," in PLoS Computational Biology, 2018
  Schiefer, Jonathan; Niederbühl, Alexander; Pernice, Volker; Lennartz, Carolin; Hennig, Jürgen; LeVan, Pierre & Rotter, Stefan
  
• "Fully Immersible Subcortical Neural Probes With Modular Architecture and a Delta-Sigma ADC Integrated Under Each Electrode for Parallel Readout of 144 Recording Sites," IEEE Journal of Solid-State Circuits, vol. 53, pp. 3111-3125, 2018
  De Dorigo, Daniel; Moranz, Christian; Graf, Hagen; Marx, Maximilian; Wendler, Daniel; Shui, Boyu; Sayed Herbawi, Abdalrahman; Kuhl, Matthias; Ruther, Patrick; Paul, Oliver & Manoli, Yiannos
  
• "Parallel emergence of stable and dynamic memory engrams in the hippocampus," Nature, vol. 558, pp. 292-296, 2018
  Hainmueller, Thomas & Bartos, Marlene
  
• "Reallife speech production and perception have a shared premotor-cortical substrate," Scientific Reports, vol. 8, 2018
  Glanz, Olga; Derix, Johanna; Kaur, Rajbir; Schulze-Bonhage, Andreas; Auer, Peter; Aertsen, Ad & Ball, Tonio
  
• "Should patients with brain implants undergo MRI?," Journal of Neural Engineering, vol. 15 4, p. 041002, 2018
  Erhardt, Johannes B.; Fuhrer, Erwin; Gruschke, Oliver G.; Leupold, Jochen; Wapler, Matthias C.; Hennig, Jürgen; Stieglitz, Thomas & Korvink, Jan G.
  
• "Social robots in rehabilitation: A question of trust," Science Robotics, vol. 3, p. eaat1587, 2018
  Kellmeyer, Philipp; Mueller, Oliver; Feingold-Polak, Ronit & Levy-Tzedek, Shelly
  
• "Synchrony surfacing: Epicortical recording of correlated action potentials," The European Journal of Neuroscience, vol. 48 12, pp. 3583-3596, 2018
  Bockhorst, Tobias; Pieper, Florian; Engler, Gerhard; Stieglitz, Thomas; Galindo‐Leon, Edgar & Engel, Andreas K.
  
• "The dynamics of error processing in the human brain as reflected by highgamma activity in noninvasive and intracranial EEG," Neuroimage, vol. 173, pp. 564-579, 2018
  Völker, Martin; Fiederer, Lukas D.J.; Berberich, Sofie; Hammer, Jiří; Behncke, Joos; Kršek, Pavel; Tomášek, Martin; Marusič, Petr; Reinacher, Peter C.; Coenen, Volker A.; Helias, Moritz; Schulze-Bonhage, Andreas; Burgard, Wolfram & Ball, Tonio
  
• "The effects of bilateral, continuous, and chronic Deep Brain Stimulation of the medial forebrain bundle in a rodent model of depression," Experimental Neurology, vol. 303, pp. 153-161, 2018
  Thiele, Stephanie; Furlanetti, Luciano; Pfeiffer, Lisa-Marie; Coenen, Volker A. & Döbrössy, Máté D.
  
• "Tractography-assisted deep brain stimulation of the superolateral branch of the medial forebrain bundle (slMFB DBS) in major depression," Neuroimage Clin, vol. 20, pp. 580-593, 2018
  Coenen, Volker A.; Sajonz, Bastian; Reisert, Marco; Bostroem, Jan; Bewernick, Bettina; Urbach, Horst; Jenkner, Carolin; Reinacher, Peter C.; Schlaepfer, Thomas E. & Mädler, Burkhard
  
• "U-Net: deep learning for cell counting, detection and morphometrie," Nature Methods, vol. 16, pp. 67-70, 2019
  Falk, Thorsten; Mai, Dominic; Bensch, Robert; Çiçek, Özgün; Abdulkadir, Ahmed; Marrakchi, Yassine; Böhm, Anton; Deubner, Jan; Jäckel, Zoe; Seiwald, Katharina; Dovzhenko, Alexander; Tietz, Olaf; Dal Bosco, Cristina; Walsh, Sean; Saltukoglu, Deniz; Tay, Tuan Leng; Prinz, Marco; Palme, Klaus; Simons, Matias; ... & Ronneberger, Olaf
  
• "What Makes Good Synthetic Training Data for Learning Disparity and Optical Flow Estimation?," International Journal of Computer Vision, vol. 126, pp. 942-960, 2018
  Mayer, Nikolaus; Ilg, Eddy; Fischer, Philipp; Hazirbas, Caner; Cremers, Daniel; Dosovitskiy, Alexey & Brox, Thomas
  
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