A Neuromorphic Prosthesis to Restore Communication in Neuronal Networks by Stefano Buccelli, Yannick Bornat, Ilaria Colombi, Matthieu Ambroise, Laura Martines, Valentina Pasquale, Marta Bisio, Jacopo Tessadori, Przemysław Nowak, Filippo Grassia, Alberto Averna, Mariateresa Tedesco, Paolo Bonifazi, Francesco Difato, Paolo Massobrio, Timothée Levi, Michela Chiappalone

“…Summary: Recent advances in bioelectronics and neural engineering allowed the development of brain machine interfaces and neuroprostheses, capable of facilitating or recovering functionality in people with neurological disability. …”
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Evaluating Heterogeneity of Primary Lung Tumor Using Clinical Routine Magnetic Resonance Imaging and a Tumor Heterogeneity Index by Nan Hu, Nan Hu, Nan Hu, ShaoHan Yin, ShaoHan Yin, ShaoHan Yin, Qiwen Li, Qiwen Li, Qiwen Li, Haoqiang He, Haoqiang He, Haoqiang He, Linchang Zhong, Linchang Zhong, Linchang Zhong, Nan-Jie Gong, Jinyu Guo, Jinyu Guo, Jinyu Guo, Peiqiang Cai, Peiqiang Cai, Peiqiang Cai, Chuanmiao Xie, Chuanmiao Xie, Chuanmiao Xie, Hui Liu, Hui Liu, Hui Liu, Bo Qiu, Bo Qiu, Bo Qiu

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26th Annual Computational Neuroscience Meeting (CNS*2017): Part 3 by Adam J. H. Newton, Alexandra H. Seidenstein, Robert A. McDougal, Alberto Pérez-Cervera, Gemma Huguet, Tere M-Seara, Caroline Haimerl, David Angulo-Garcia, Alessandro Torcini, Rosa Cossart, Arnaud Malvache, Kaoutar Skiker, Mounir Maouene, Gianmarco Ragognetti, Letizia Lorusso, Andrea Viggiano, Angelo Marcelli, Rosa Senatore, Antonio Parziale, S. Stramaglia, M. Pellicoro, L. Angelini, E. Amico, H. Aerts, J. Cortés, S. Laureys, D. Marinazzo, S. Stramaglia, I. Bassez, L. Faes, Hannes Almgren, Adeel Razi, Frederik Van de Steen, Ruth Krebs, Hannelore Aerts, Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian Shillcock, Christiaan P.J. de Kock, Kathryn Hess, Henry Markram, Cheng Ly, Gary Marsat, Tom Gillespie, Malin Sandström, Mathew Abrams, Jeffrey S. Grethe, Maryann Martone, Robin De Gernier, Sergio Solinas, Christian Rössert, Marc Haelterman, Serge Massar, Valentina Pasquale, Vito Paolo Pastore, Sergio Martinoia, Paolo Massobrio, Cristiano Capone, Núria Tort-Colet, Maria V. Sanchez-Vives, Maurizio Mattia, Ali Almasi, Shaun L. Cloherty, David B. Grayden, Yan T. Wong, Michael R. Ibbotson, Hamish Meffin, Luke Y. Prince, Krasimira Tsaneva-Atanasova, Jack R. Mellor, Alberto Mazzoni, Manuela Rosa, Jacopo Carpaneto, Luigi M. Romito, Alberto Priori, Silvestro Micera, Rosanna Migliore, Carmen Alina Lupascu, Francesco Franchina, Luca Leonardo Bologna, Armando Romani, Sára Saray, Werner Van Geit, Szabolcs Káli, Alex Thomson, Audrey Mercer, Sigrun Lange, Joanne Falck, Eilif Muller, Felix Schürmann, Dmitrii Todorov, Robert Capps, William Barnett, Yaroslav Molkov, Federico Devalle, Diego Pazó, Ernest Montbrió, Gabriela Mochol, Habiba Azab, Benjamin Y. Hayden, Rubén Moreno-Bote, Pragathi Priyadharsini Balasubramani, Srinivasa V. Chakravarthy, Vignayanandam R. Muddapu, Medorian D. Gheorghiu, Bartul Mimica, Jonathan Withlock, Raul C. Mureșan, Jennifer L. Zick, Kelsey Schultz, Rachael K. Blackman, Matthew V. Chafee, Theoden I. Netoff, Nicholas Roberts, Vivek Nagaraj, Andrew Lamperski, Theoden I. Netoff, Logan L. Grado, Matthew D. Johnson, David P. Darrow, Davide Lonardoni, Hayder Amin, Stefano Di Marco, Alessandro Maccione, Luca Berdondini, Thierry Nieus, Marcel Stimberg, Dan F. M. Goodman, Thomas Nowotny, Veronika Koren, Valentin Dragoi, Klaus Obermayer, Samy Castro, Mariano Fernandez, Wael El-Deredy, Kesheng Xu, Jean Paul Maidana, Patricio Orio, Weiliang Chen, Iain Hepburn, Francesco Casalegno, Adrien Devresse, Aleksandr Ovcharenko, Fernando Pereira, Fabien Delalondre, Erik De Schutter, Peter Bratby, Andrew R. Gallimore, Guido Klingbeil, Criseida Zamora, Yunliang Zang, Patrick Crotty, Eric Palmerduca, Alberto Antonietti, Claudia Casellato, Csaba Erö, Egidio D’Angelo, Marc-Oliver Gewaltig, Alessandra Pedrocchi, Ilja Bytschok, Dominik Dold, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici, Hui-An Shen, Simone Carlo Surace, Jean-Pascal Pfister, Baptiste Lefebvre, Olivier Marre, Pierre Yger, Athanasia Papoutsi, Jiyoung Park, Ryan Ash, Stelios Smirnakis, Panayiota Poirazi, Richard A. Felix, Alexander G. Dimitrov, Christine Portfors, Silvia Daun, Tibor I. Toth, Joanna Jędrzejewska-Szmek, Nadine Kabbani, Kim T. Blackwel, Bahar Moezzi, Natalie Schaworonkow, Lukas Plogmacher, Mitchell R. Goldsworthy, Brenton Hordacre, Mark D. McDonnell, Nicolangelo Iannella, Michael C. Ridding, Jochen Triesch, Reinoud Maex, Karen Safaryan, Volker Steuber, Rongxiang Tang, Yi-Yuan Tang, Darya V. Verveyko, Alexey R. Brazhe, Andrey Yu Verisokin, Dmitry E. Postnov, Cengiz Günay, Gabriella Panuccio, Michele Giugliano, Astrid A. Prinz, Pablo Varona, Mikhail I. Rabinovich, Jack Denham, Thomas Ranner, Netta Cohen, Maria Reva, Nelson Rebola, Tekla Kirizs, Zoltan Nusser, David DiGregorio, Eirini Mavritsaki, Panos Rentzelas, Nikul H. Ukani, Adam Tomkins, Chung-Heng Yeh, Wesley Bruning, Allison L. Fenichel, Yiyin Zhou, Yu-Chi Huang, Dorian Florescu, Carlos Luna Ortiz, Paul Richmond, Chung-Chuan Lo, Daniel Coca, Ann-Shyn Chiang, Aurel A. Lazar, Bahar Moezzi, Jennifer L. Creaser, Congping Lin, Peter Ashwin, Jonathan T. Brown, Thomas Ridler, Daniel Levenstein, Brendon O. Watson, György Buzsáki, John Rinzel, Rodica Curtu, Anh Nguyen, Sahand Assadzadeh, Peter A. Robinson, Paula Sanz-Leon, Caroline G. Forlim, Lírio O. B. de Almeida, Reynaldo D. Pinto, Francisco B. Rodríguez, Ángel Lareo, Caroline Garcia Forlim, Francisco B. Rodríguez, Aaron Montero, Thiago Mosqueiro, Ramon Huerta, Francisco B. Rodriguez, Vinicio Changoluisa, Francisco B. Rodriguez, Vinícius L. Cordeiro, César C. Ceballos, Nilton L. Kamiji, Antonio C. Roque, William W. Lytton, Andrew Knox, Joshua J. C. Rosenthal, Silvia Daun, Svitlana Popovych, Liqing Liu, Bin A. Wang, Tibor I. Tóth, Christian Grefkes, Gereon R. Fink, Nils Rosjat, Abraham Perez-Trujillo, Andres Espinal, Marco A. Sotelo-Figueroa, Ivan Cruz-Aceves, Horacio Rostro-Gonzalez, Martin Zapotocky, Martina Hoskovcová, Jana Kopecká, Olga Ulmanová, Evžen Růžička, Matthias Gärtner, Sevil Duvarci, Jochen Roeper, Gaby Schneider, Stefan Albert, Katharina Schmack, Michiel Remme, Susanne Schreiber, Michele Migliore, Carmen A. Lupascu, Luca L. Bologna, Stefano M. Antonel, Jean-Denis Courcol, Felix Schürmann, Sami Utku Çelikok, Eva M. Navarro-López, Neslihan Serap Şengör, Rahmi Elibol, Neslihan Serap Sengor, Mustafa Yasir Özdemir, Tianyi Li, Angelo Arleo, Denis Sheynikhovich, Akihiro Nakamura, Masanori Shimono, Youngjo Song, Sol Park, Ilhwan Choi, Jaeseung Jeong, Hee-sup Shin, Sadra Sadeh, Padraig Gleeson, R. Angus Silver, Alexandra Pierri Chatzikalymniou, Frances K. Skinner, Lazaro M. Sanchez-Rodriguez, Roberto C. Sotero, Loreen Hertäg, Owen Mackwood, Henning Sprekeler, Steffen Puhlmann, Simon N. Weber, David Higgins, Laura B. Naumann, Simon N. Weber, Ramakrisnan Iyer, Stefan Mihalas, Valentina Ticcinelli, Tomislav Stankovski, Peter V. E. McClintock, Aneta Stefanovska, Predrag Janjić, Dimitar Solev, Gerald Seifert, Ljupčo Kocarev, Christian Steinhäuser, Mehrdad Salmasi, Stefan Glasauer, Martin Stemmler, Danke Zhang, Chi Zhang, Armen Stepanyants, Julia Goncharenko, Lieke Kros, Neil Davey, Chris de Zeeuw, Freek Hoebeek, Ankur Sinha, Roderick Adams, Michael Schmuker, Maria Psarrou, Maria Schilstra, Benjamin Torben-Nielsen, Christoph Metzner, Achim Schweikard, Tuomo Mäki-Marttunen, Bartosz Zurowski, Daniele Marinazzo, Luca Faes, Sebastiano Stramaglia, Henry O. C. Jordan, Simon M. Stringer, Elżbieta Gajewska-Dendek, Piotr Suffczyński, Nicoladie Tam, George Zouridakis, Luca Pollonini, Yi-Yuan Tang, Mojtaba Madadi Asl, Alireza Valizadeh, Peter A. Tass, Andreas Nold, Wei Fan, Sara Konrad, Heiko Endle, Johannes Vogt, Tatjana Tchumatchenko, Juliane Herpich, Christian Tetzlaff, Jannik Luboeinski, Timo Nachstedt, Manuel Ciba, Andreas Bahmer, Christiane Thielemann, Eric S. Kuebler, Joseph S. Tauskela, Jean-Philippe Thivierge, Rembrandt Bakker, María García-Amado, Marian Evangelio, Francisco Clascá, Paul Tiesinga, Christopher L. Buckley, Taro Toyoizumi, Alexis M. Dubreuil, Rémi Monasson, Alessandro Treves, Davide Spalla, Sophie Rosay, Florence I. Kleberg, Willy Wong, Bruno de Oliveira Floriano, Toshihiko Matsuo, Tetsuya Uchida, Domenica Dibenedetto, Kâmil Uludağ, Abdorreza Goodarzinick, Maximilian Schmidt, Claus C. Hilgetag, Markus Diesmann, Sacha J. van Albada, Michael Fauth, Mark van Rossum, Manuel Reyes-Sánchez, Rodrigo Amaducci, Carlos Muñiz, Pablo Varona, Irene Elices, David Arroyo, Rafael Levi, Ben Cohen, Carson Chow, Shashaank Vattikuti, Elena Bertolotti, Raffaella Burioni, Matteo di Volo, Alessandro Vezzani, Bayar Menzat, Tim P. Vogels, Nobuhiko Wagatsuma, Susmita Saha, Reena Kapoor, Robert Kerr, John Wagner, Luis C. Garcia del Molino, Guangyu Robert Yang, Jorge F. Mejias, Xiao-Jing Wang, Hanbing Song, Joseph Goodliffe, Jennifer Luebke, Christina M. Weaver, John Thomas, Nishant Sinha, Nikhita Shaju, Tomasz Maszczyk, Jing Jin, Sydney S. Cash, Justin Dauwels, M. Brandon Westover, Maryam Karimian, Michelle Moerel, Peter De Weerd, Thomas Burwick, Ronald L. Westra, Romesh Abeysuriya, Jonathan Hadida, Stamatios Sotiropoulos, Saad Jbabdi, Mark Woolrich, Chama Bensmail, Borys Wrobel, Xiaolong Zhou, Zilong Ji, Xiao Liu, Yan Xia, Si Wu, Xiao Wang, Mingsha Zhang, Si Wu, Netanel Ofer, Orit Shefi, Gur Yaari, Ted Carnevale, Amit Majumdar, Subhashini Sivagnanam, Kenneth Yoshimoto, Elena Y. Smirnova, Dmitry V. Amakhin, Sergey L. Malkin, Aleksey V. Zaitsev, Anton V. Chizhov, Margarita Zaleshina, Alexander Zaleshin, Victor J. Barranca, George Zhu, Quinton M. Skilling, Daniel Maruyama, Nicolette Ognjanovski, Sara J. Aton, Michal Zochowski, Jiaxing Wu, Sara Aton, Scott Rich, Victoria Booth, Maral Budak, Salvador Dura-Bernal, Samuel A. Neymotin, Benjamin A. Suter, Gordon M. G. Shepherd, Melvin A. Felton, Alfred B. Yu, David L. Boothe, Kelvin S. Oie, Piotr J. Franaszczuk, Sergey A. Shuvaev, Batuhan Başerdem, Anthony Zador, Alexei A. Koulakov, Víctor J. López-Madrona, Ernesto Pereda, Claudio R. Mirasso, Santiago Canals, Stefano Masoli, Udaya B. Rongala, Alberto Mazzoni, Anton Spanne, Henrik Jorntell, Calogero M. Oddo, Alexander V. Vartanov, Anastasia K. Neklyudova, Stanislav A. Kozlovskiy, Andrey A. Kiselnikov, Julia A. Marakshina, Maria Teleńczuk, Bartosz Teleńczuk, Alain Destexhe, Paula T. Kuokkanen, Anna Kraemer, Thomas McColgan, Catherine E. Carr, Richard Kempter

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Robust Classification and Detection of Big Medical Data Using Advanced Parallel <i>K</i>-Means Clustering, YOLOv4, and Logistic Regression by Fouad H. Awad, Murtadha M. Hamad, Laith Alzubaidi

“…Additionally, we leveraged the acceleration capabilities of a neural engine processor to further enhance the speed and efficiency of our approach. …”
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An information theoretic characterisation of auditory encoding. by Tobias Overath, Rhodri Cusack, Sukhbinder Kumar, Katharina von Kriegstein, Jason D Warren, Manon Grube, Robert P Carlyon, Timothy D Griffiths

“…The results establish PT as an efficient neural engine that demands less computational resource to encode redundant signals than those with high information content.…”
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Low-power machine learners for implantable decoding by Shaikh, Shoeb Dawood

“…However, the current systems are bulky, wired, immobile, conspicuous and require frequent calibration procedures often in the presence of a neural engineer. In this thesis, we have explored algorithmic and circuit and system level solutions to the aforementioned problems. …”
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Toward Long-Term Communication With the Brain in the Blind by Intracortical Stimulation: Challenges and Future Prospects by Eduardo Fernández, Eduardo Fernández, Eduardo Fernández, Arantxa Alfaro, Arantxa Alfaro, Pablo González-López, Pablo González-López

“…We propose that increased collaborations among clinicians, basic researchers, and neural engineers will enhance our ability to send meaningful information to the brain and restore a limited but useful sense of vision to many blind individuals.…”
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A Convolution Neural Network Engine for Sclera Recognition by M. S. Maheshan, B.S. Harish, N. Nagadarshan

“…This paper, which is first of its kind, explores the power of Convolution Neural Network (CNN) for sclera recognition by developing a neural model that trains its neural engine for a recognition system. To do so, the proposed work uses the standard benchmark dataset called Sclera Segmentation and Recognition Benchmarking Competition (SSRBC 2015) dataset, which comprises of 734 images which are captured at different viewing angles from 30 different classes. …”
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Prediction of solar energy and radiation in Singapore by Lee, Jian Wei.

“…Java Object Oriented Neural Engine (JOONE) was used to run the network designed. …”
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Next-Generation Prosthetic Hand: from Biomimetic to Biorealistic by Ning Lan, Manzhao Hao, Chuanxin M. Niu, He Cui, Yu Wang, Ting Zhang, Peng Fang, Chih-hong Chou

“…Integrating a prosthetic hand to amputees with seamless neural compatibility presents a grand challenge to neuroscientists and neural engineers for more than half century. Mimicking anatomical structure or appearance of human hand does not lead to improved neural connectivity to the sensorimotor system of amputees. …”
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Blockchain and Machine Learning Inspired Secure Smart Home Communication Network by Subhita Menon, Divya Anand, Kavita, Sahil Verma, Manider Kaur, N. Z. Jhanjhi, Rania M. Ghoniem, Sayan Kumar Ray

“…The contributions of this paper include the application of a secure blockchain layer for user authentication and the generation of a ledger for the communication network; the utilization of the cloud-based data evaluation layer; the enhancement of an SI-based algorithm for training; and the utilization of a neural engine for the precise training and classification of categories. …”
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Neuromodulation of metabolic functions: from pharmaceuticals to bioelectronics to biocircuits by Benjamin J. Seicol, Sebastian Bejarano, Nicholas Behnke, Liang Guo

“…Abstract Neuromodulation of central and peripheral neural circuitry brings together neurobiologists and neural engineers to develop advanced neural interfaces to decode and recapitulate the information encoded in the nervous system. …”
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A Data Augmentation Scheme for Geometric Deep Learning in Personalized Brain&#x2013;Computer Interfaces by Fotis P. Kalaganis, Nikolaos A. Laskaris, Elisavet Chatzilari, Spiros Nikolopoulos, Ioannis Kompatsiaris

“…Hence, the observed brain dynamics are influenced both by the topology of the sensor array and the underlying functional connectivity. Neural engineers are currently exploiting the advances in the domain of graph signal processing in an attempt to create robust and reliable brain decoding systems. …”
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Energy-Efficient Security Solutions for Next-Generation Embedded Systems by Maji, Saurav

“…The thesis further explores fault attacks over Neural network implementations, leading to the development of the first ASIC demonstration of a fault-attack-resistant neural engine. Finally, this work delves into anti-counterfeiting in agriculture and develops an interdisciplinary solution that combines materials engineering and computer science. …”
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