- Comp-neuro - lists.cnsorg.org

2 comp neuro PhD studentships in the Clopath lab
by Claudia Clopath Jan. 21, 2016

Jan. 21, 2016

We are pleased to advertise 2 PhD studentships at Imperial College London. They are both collaborative and consist of a main computational part and a small experimental part. http://www.imperial.ac.uk/neurotechnology/cdt/projects/computation_for_moto… http://www.imperial.ac.uk/neurotechnology/cdt/projects/hear_with_plasticity/ Application deadline: 29th of January Best, Claudia Clopath http://www.bg.ic.ac.uk/research/c.clopath/ ****** Biologically inspired computation for real-time motor learning Supervisors: Paul Chadderton Claudia Clopath An important area of robotics research is focused on developing machines that can learn and adapt to changing environments as efficiently as animals. Biological principles underlying the acquisition of motor skills are likely to inspire these new technologies. The aim of our project is to characterise computational principles of motor learning in real time using novel neurophysiological data from a uniquely tractable and well-controlled system, the whisker circuitry of the cerebellar cortex. Neural recordings will reveal how the brain adapts during learning, and will then be used to develop and apply a biologically constrained computational model in an actively sensing robot. ****** Learning to hear with plasticity across multiple timescales Supervisors: Dan Goodman Claudia Clopath Paul Chadderton Humans have a remarkable ability to understand speech in noisy environments such as a crowded pub. Despite advances in speech recognition, the question of how we do this remains largely unsolved. This project aims at understanding how the brain adapts and learns to cope with these difficult listening situations, with the goal of developing better technology for speech processing. It will involve (1) developing mathematical and computational models of hearing and neural adaptation and plasticity, (2) experimental testing (including training in animal electrophysiology and human psychoacoustics), and (3) technology development for speech recognition, hearing aids and cochlear implants. The candidate should be willing to learn experimental techniques (animal electrophysiology and/or human psychophysics), but is not required to have any previous experience.

1 0

PhD positions at NJIT (Fall 2016)
by Victor Matveev Jan. 21, 2016

Jan. 21, 2016

Dear colleagues, The Department of Mathematical Sciences at New Jersey Institute of Technology (NJIT) is inviting strong candidates to apply to one of our graduate Ph.D. program tracks: (1) Applied Mathematics, or (2) Applied Probability & Statistics. The Department's research areas span Mathematical Biology & Computational Neuroscience, Fluid Dynamics & Materials Science, Wave Propagation, Scientific Computing, and Applied Probability and Statistics, including Biostatistics. Teaching and research assistantships are available, and include a tuition waiver and a competitive stipend. For more information, please email us (math(a)njit.edu, CC to: matveev(a)njit.edu, kondic(a)njit.edu) and visit the following pages: http://catalog.njit.edu/graduate/science-liberal-arts/mathematical-sciences… http://catalog.njit.edu/graduate/admissions-financial-support/admissions/ http://math.njit.edu https://web.njit.edu/~matveev/NJIT_DMS_PhD_flyer.pdf Although the NJIT Admissions site lists December 15 2015 as the deadline, applications for Fall 2016 are still considered; we recommend submitting all application materials by February 8, 2016. Sincerely -- Victor Matveev -- _________________________________________________ Victor Matveev, Associate Professor Applied Math, Biophysics & Computational Neuroscience Department of Mathematical Sciences New Jersey Institute of Technology Newark, NJ 07102-1982 Office: Cullimore Hall 616 E-mail:matveev@njit.edu http://web.njit.edu/~matveev/

1 0

ICLR 2016 Workshop Track - Call for Extended Abstracts
by Hugo Larochelle Jan. 21, 2016

Jan. 21, 2016

------------------------------------------------------------------------------------- 4th International Conference on Learning Representations - Workshop Track (ICLR 2016) ------------------------------------------------------------------------------------- Website: http://www.iclr.cc/ Workshop Track - Extended abstract deadline: February 18th, 2016 Location: Caribe Hilton, San Juan, Puerto Rico, May 2-4, 2016 Overview -------- It is well understood that the performance of machine learning methods is heavily dependent on the choice of data representation (or features) on which they are applied. Despite the importance of representation learning to machine learning and to application areas such as vision, speech, audio and NLP, there was no venue for researchers who share a common interest in this topic. The goal of ICLR has been to help fill this void. A non-exhaustive list of relevant topics: - unsupervised, semi-supervised, and supervised representation learning - metric learning and kernel learning - dimensionality expansion - sparse modeling - hierarchical models - optimization for representation learning - learning representations of outputs or states - implementation issues, parallelization, software platforms, hardware - applications in vision, audio, speech, natural language processing, robotics, neuroscience, or any other field ICLR features two tracks: a Conference Track and a Workshop Track. However, this year, conference and workshop submissions are reviewed separately, in two different periods. With the Conference Track already under way, this call for extended abstract is in relation to the Workshop Track. Extended abstracts submitted to the Workshop Track should be 2-3 pages long (excluding references) and describe late-breaking developments. This track is meant to carry on the tradition of the former Snowbird Learning Workshop. These contributions are considered as workshop papers (and can be published elsewhere). They will be lightly reviewed by ICLR reviewers. Note that some of the conference submissions that are not accepted to the Conference Track will also be invited to be presented under the Workshop Track. ICLR Submission Instructions - Workshop Track --------------------------------------------- By February 18th, 2016, 2:00 PM Pacific Standard time, authors must submit the PDF of their extended abstract to openreview. For more information on preparing your extended abstract, including style files and the URL for the openreview ICLR 2016 Workshop Track website, please see http://www.iclr.cc/doku.php?id=iclr2016:main Acceptance decisions of extended abstract will be sent by March 28th. At least one author of each accepted extended abstract will be required to register to the ICLR event and present their work in poster format. Organizers ---------- Yoshua Bengio, Université de Montreal, General Chair Yann LeCun, New York University and Facebook, General Chair Hugo Larochelle, Twitter and Université de Sherbrooke, Senior Program Chair Brian Kingsbury, IBM Watson Group, Program Chair Samy Bengio, Google, Program Chair Contact ------- The organizers can be contacted at iclr2016.programchairs(a)gmail.com

1 0

Senior software developer position available at the SimLab Neuroscience, Juelich Research Centre
by Abigail Morrison Jan. 20, 2016

Jan. 20, 2016

Dear colleagues, we are looking to recruit a senior scientific software developer at the Simulation Lab Neuroscience at the Juelich Research Centre, Germany. Our focus is on exploiting high performance computing to solve fundamental problems in neuroscience. If you have an interest in leading and participating in projects to develop innovative neuroinformatics applications on Europe's finest supercomputers, we would like to hear from you. For a full description and details of how to apply, please see the announcement on our website: http://www.fz-juelich.de/SharedDocs/Stellenangebote/_common/dna/2016-001-EN… All the best, Abigail Morrison -- Prof. Dr. Abigail Morrison IAS-6 / INM-6 / SimLab Neuroscience Jülich Research Center & Institute of Cognitive Neuroscience Ruhr-University Bochum http://www.fz-juelich.de/inm/inm-6 http://www.fz-juelich.de/ias/jsc/slns http://www.ikn.psy.ruhr-uni-bochum.de Office: +49 2461 61-9805 Fax # : +49 2461 61-9460 ------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------ Forschungszentrum Juelich GmbH 52425 Juelich Sitz der Gesellschaft: Juelich Eingetragen im Handelsregister des Amtsgerichts Dueren Nr. HR B 3498 Vorsitzender des Aufsichtsrats: MinDir Dr. Karl Eugen Huthmacher Geschaeftsfuehrung: Prof. Dr.-Ing. Wolfgang Marquardt (Vorsitzender), Karsten Beneke (stellv. Vorsitzender), Prof. Dr.-Ing. Harald Bolt, Prof. Dr. Sebastian M. Schmidt ------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------

1 0

4 Year Lecturer Position at QUT Across Robotics, Neuroscience and Computer Vision - final call for applications
by Michael Milford Jan. 20, 2016

Jan. 20, 2016

We have a 4 year Lecturer Position available at QUT to work closely with my research group at the boundary between robotics, neuroscience and computer vision, developing Frankenstein models of visual and spatial intelligence that combine the best performing and best understood parts of human, animal and insect brains. Here's the ad: http://tinyurl.com/nzdujv3 Some of the highlights: * You'll get to push the boundaries of our understanding of the brain and how we can model it to create new technologies and capabilities for robotics and AI * Minimize that start-up lag: you'll land in the middle of a large research group and have the opportunity to immediately get involved in the supervision of several PhD students working in the area - in fact, your ability to effectively lead and supervise PhD students is critical to this role * Tap into collaborations with some of the world's top roboticists, neuroscientists and computer vision researchers at leading international institutions including David Cox at Harvard University, Michael Hasselmo at Boston University, Andrew Davison at Imperial College London, Barbara Webb at Edinburgh University and many more. * Get access to top local researchers and major projects including the $19,000,000 Australian Centre for Robotic Vision, the $676,000 project this position is associated with, as well as multiple other projects including a $3,000,000 Strategic Investment in Farm Robotics. * You'll have the opportunity to teach into some of the most fun, engaging and fulfilling robotics-related units at our university. Videos of some of the units we teach can be found at https://youtu.be/FBEINbpovBE and https://youtu.be/_2mp98Sk6fQ. * Work in the heart of Brisbane, a modern bustling city of 2 million people, located near to amazing beaches and vast swathes of untouched wilderness. If you love hiking / running / cycling / swimming / surfing / parasailing, you can find it here. Catch a short flight and you're on the Great Barrier Reef or in the Barossa Valley. * Be immersed in a large, very successful and sociable robotics group of more than a hundred academics, postdocs and students, in a brand new building space. Here's the ad again: http://tinyurl.com/nzdujv3 Best regards, Michael Michael Milford Associate Professor | ARC Future Fellow | Microsoft Faculty Fellow | Chief Investigator, Australian Centre for Robotic Vision Australian Centre for Robotic Vision | Electrical Engineering and Computer Science School Science and Engineering Faculty | Queensland University of Technology

1 0

PhD position at University of Birmingham, UK
by Joseph Galea (School of Psychology) Jan. 18, 2016

Jan. 18, 2016

My name Is Joe Galea and I am a lecturer in Psychology at the University of Birmingham, UK. As part of an ERC starting grant I am looking for a PhD student for Sept/Oct 2016. Details can be found here: http://www.findaphd.com/search/ProjectDetails.aspx?PJID=46778&LID=148 I am really looking for someone with programming experience (computational modelling and/or programming robotics) who may want to apply this knowledge to the human/motor control domain. Anyone interested can email me: j.galea(a)bham.ac.uk<mailto:j.galea@bham.ac.uk> Many thanks, Joseph Galea School of Psychology University of Birmingham, UK.

1 0

The International Conference on NeuroRehabilitation (ICNR2016)
by Jaime Ibánez Pereda Jan. 18, 2016

Jan. 18, 2016

------------------------------------------------------------ ----------------------------------- We apologize if you receive multiple copies of this announcement ------------------------------------------------------------ ----------------------------------- The International Conference on NeuroRehabilitation (ICNR2016) Segovia, Spain October 18-21 http://www.icnr2016.org info(a)icnr2016.org ------------------------------------------------------------ ----------------------------------- Dear colleagues, On behalf of all the organizers, it is our pleasure to invite you to the 3rd International Conference on NeuroRehabilitation (ICNR2016) that will take place in 'La Granja de San Ildefonso', Segovia (Spain) from October 18-21, 2016. Restoring human motor and cognitive function has been a fascinating research area during the last century. Interfacing the human nervous system with mechatronic systems to restore neuromotor abilities is facing its crucial passage between research and actual clinical reality, enhancing the potentialities of therapists, clinicians, and researchers to rehabilitate, diagnose and generate knowledge. The 2016 International Conference on Neurorehabilitation will bring together researchers and students from the fields of Clinical Rehabilitation, Applied Neurophysiology, and Biomedical Engineering to promote, feed and encourage this therapeutic global shift. We are looking forward to welcoming you in Segovia on October 2016! ------------------------------------------------------------ ----------------------------------- *- Registration -* Prospective authors will submit extended abstract contributions (2 pages). All contributions will be peer-reviewed. Accepted contributions will appear in the Conference Proceedings, which will be published as a book by Springer. Also, the authors of the best papers of ICNR2016 will be invited to submit a substantially extended version of their papers for their publication in a special issue of the International Journal of Neural Systems (Impact Factor: 6.507). Participants can send their contributions by April 1, 2016, through the following Easychair link: https://easychair.org/conferences/?conf=icnr2016 After a selection process, accepted articles will be announced to authors on May 15, 2016. *- Important Deadlines and Registration Fees -* Conference Registration deadlines and fees (including welcome reception and gala dinner): Early student (until August 1): 300€ Early regular (until August 1): 550€ Student (after August 1): 450€ Regular (after August 1): 750€ Regular single day attendance: 300€ Preconference Workshop deadlines and fees: Early Workshop students (until August 1): 100€ Early Workshop regular (until August 1): 150€ Workshop students (after August 1): 150€ Workshop regular (after August 1): 250€ * If you also participate in the Conference, you will receive a 75€ discount in the Conf. Registration Fee. *- Confirmed Plenary speakers -* Prof. Alvaro Pascual-Leone, M.D., Ph.D., Harvard (USA) Marco Molinari, M.D., Ph.D., IRCCS Fondazione S. Lucia (Italy) Dario Farina, Ph.D., University Medical Center Göttingen, Georg-August University (Germany) John B. Troy, Ph.D., Northwestern University, (USA) Hitoshi Hirata, M.D., Nagoya Universtiy, (Japan) Jonathan Wolpaw, M.D., Ph.D., Wadsworth Center (USA) ------------------------------------------------------------ ----------------------------------- For further and up-to-date information, please visit the conference website: http://www.icnr2016.org Prof. José L. Pons & Prof. Jose M. Azorín Co-Chairs ICNR2016 http://www.ICNR2016.org <http://www.icnr2016.org/>

1 0

Interdisciplinary post-doctoral position in cognitive neuroscience
by Schurger Lab Jan. 18, 2016

Jan. 18, 2016

Brain-behavior forecasting: Neural antecedents of spontaneous self-initiated movement and the forecasting of behavior from brain activity Interdisciplinary post-doctoral position in cognitive neuroscience Starting date: Fall 2016 Duration: 2 years (renewable for one additional year) The French Institute of Health and Medical Research (INSERM) invites applications for a post-doctoral position in the Cognitive Neuroimaging Group, at the NeuroSpin Research Center near Paris, France, as part of the research team of Dr. Aaron Schurger. The Schurger lab focuses on understanding how decisions are made and actions initiated spontaneously, without an external sensory cue, and how time series of neural activity (now) can be used to forecast behavior (seconds or minutes from now). We pursue this research using a combination of behavioral experiments, neuroimaging, computational modeling, time-series analyses, and machine learning techniques. We are particularly interested in attracting applicants from meteorology, macroeconomics, machine learning, statistics and other disciplines that involve a mastery of time series analysis, statistical learning, forecasting, and/or forecast verification. Applicants should have a obtained a PhD in a relevant discipline prior to the starting date, and should have strong skills in at least some of the following areas: computer programming (MatLab, Python, C, C++), statistics, signal processing, computational, mathematical, and/or neural network modeling, statistical learning / machine learning / mutivariate pattern classification, time series analysis, forecasting. Resources available at NeuroSpin include Siemens 3T and 7T MRI scanners; high-density EEG (EGI Inc.); Elekta NeuroMag 306-channel MEG (allowing for the simultaneous recording of EEG); eye tracking (available for MRI, MEG, and behavioral experiments); an in-house team of experts in signal processing and statistical learning; a dedicated staff handling subject recruitment, scheduling, and payment; various Nespresso devices; and proximity to Paris. Applicants should send a CV, letter of motivation (max 2 pages), and a list of three references via e-mail to aaron.schurger(a)gmail.com. Review of applicants will begin immediately, and will continue until the positions are filled. The NeuroSpin Research Center is located on the campus of the CEA-Saclay, near Orsay, about 18 km southwest of Paris. For more information on the NeuroSpin Research Center and the Cognitive Neuroimaging Group: http://www-centre-saclay.cea.fr/fr/Visite-guidee-de-NeuroSpin http://meg-france.in2p3.fr/_lesCentres/Neurospin_en.php http://www-dsv.cea.fr/en/institutes/institute-of-biomedical-imaging-i2bm/de… http://www.unicog.org/pm/pmwiki.php -----------------------------------------------------------------------------

1 0

DENDRITES 2016, June 18-21, Crete: CALL FOR ABSTRACTS
by Yiota Poirazi Jan. 18, 2016

Jan. 18, 2016

Dear Colleagues, You are kindly invited to attend the EMBO Workshop on Dendritic Anatomy, Molecules and Function (DENDRITES 2016) in Crete. Dendrites provide the substrate for inter-neuronal communication, and their nonlinear properties play a key role in information processing. Following a very successful meeting in 2014, Dendrites 2016 aims to bring together scientists from around the world to present their research on dendrites, ranging from the molecular to the anatomical and biophysical levels. With the backdrop of an informal yet spectacular setting on Crete, the meeting has been carefully planned not only to satisfy our scientific curiosity but also to foster discussion and encourage interaction between attendees well beyond traditional presentations. In this spirit, the workshop will also provide a soft skills day for the training of young researchers in subjects such as scientific writing/publication issues, fundraising and gender balance. Abstract submission for poster and oral presentation is open until *February 15, 2016*** On behalf of the organizing committee, Yiota Poirazi ------------------------------------------------------- EMBO Workshop on Dendritic Anatomy, Molecules and Function (DENDRITES 2016) Heraklion, Crete, Greece June 18-21, 2016 http://dendrites2016.gr/ <http://www.dendrites2016.gr/> _Invited speakers (scientific talks): _ Claudia Clopath Daniel Dombeck Casper Hoogenraad Arthur Konnerth Attila Losonczy Judit Makara Rishikesh Narayanan Elly Nedivi Jackie Schiller Erin Schuman Idan Segev Nelson Spruston Greg Stuart _Invited speakers (Career Issues in academia):_ Monica Di Luca, FENS President: "Publication issues: right time for a reality check" Camilla Belone, FENS-Kavli Scholar: "Retention of women in high levels of neuroscience - Perspectives" Emre Yaksi, FENS-Kavli Scholar: "Funding opportunities in Neuroscience: how to write a successful grant proposal" Matthew Larkum: "How to write an influential scientific publication" *CALL FOR ABSTRACTS* We are soliciting abstracts for oral and poster presentations. We welcome both experimental and theoretical contributions addressing novel findings, methods or databases related to dendrites that fall into one or more of the following domains: * morphological and functional characterizations, * dendritic integration and compartmentalization, * dendritic channel distribution and their functional implications, * molecular pathways and signaling networks, * RNA trafficking and local protein synthesis, * functional or structural plasticity and homeostasis, * the role of dendrites in complex processes, including learning/memory, neural computations etc. Please note that places are limited and subject to availability. Attendees are highly encouraged to submit abstracts for presentations, since presenters will be given priority for registration. Instructions for on-line submission can be found at http://www.dendrites2016.gr/call-for-papers *Important dates * * Abstract submission opens: December 15th, 2016 * Abstract submission closes: February 15th, 2016 * Notification of abstract acceptance: February 29th, 2016 * Notification of oral/poster presentation: early March 2016 _Organizing committee:_ Yiota Poirazi, IMBB-FORTH Michael Hausser, UCL * * Matthew Larkum, Humboldt University IMPORTANT NOTE: The Workshop takes place on the island of Crete and is followed by the AREADNE 2016 meeting <http://areadne.org/> (June 22-26th, 2016), focusing on Research in Encoding And Decoding of Neural Ensembles, on the neighboring island of Sandorini. DENDRITES 2016 participants are encouraged to consider attending both meetings. FOR FURTHER INFORMATION Please see the conference web site http://dendrites2016.gr/ or send an email to info(a)dendrites2016.gr <mailto:info@dendrites.gr> -- Panayiota Poirazi, Ph.D. Director of Research Computational Biology Laboratory Institute of Molecular Biology and Biotechnology (IMBB) Foundation of Research and Technology-Hellas (FORTH) Vassilika Vouton, P.O.Box 1385 GR 711 10 Heraklion, Crete, GREECE Tel: +30 2810 391139 <tel:+30%202810%20391139> Fax: +30 2810 391101 <tel:+30%202810%20391101> Εmail: poirazi(a)imbb.forth.gr <mailto:poirazi@imbb.forth.gr> http://www.dendrites.gr Chair http://www.fens.org/Outreach/FENS-Kavli-Network-of-Excellence/

1 0

[INNS-BigData 2016] Call for Papers
by Teng Teck Hou Jan. 17, 2016

Jan. 17, 2016

[Apologies for cross-postings] ########################################################### CALL FOR PAPERS The 2nd INNS Conference on Big Data 2016 October 23-25, 2016, Thessaloniki, Greece http://conferences.cwa.gr/inns-big-data2016/ ########################################################### Big data is not just about storage of and access to data. Analytics play a big role in making sense of that data and exploiting its value. But learning from big data has become a significant challenge and requires development of new types of algorithms. Most machine learning algorithms can't easily scale up to big data. Plus there are challenges of high-dimensionality, velocity and variety. The neural network field has historically focused on algorithms that learn in an online, incremental mode without requiring in-memory access to huge amounts of data. This type of learning is not only ideal for streaming data (as in the Industrial Internet or the Internet of Things), but could also be used on stored big data. Neural network technologies thus can become significant components of big data analytics platforms and this second edition of INNS Conference on Big Data will continue on this collaborative adventure with big data and other learning technologies. Thus the aim of this conference is to promote new advances and research directions in efficient and innovative algorithmic approaches to analyzing big data (e.g. deep networks, nature-inspired and brain-inspired algorithms), implementations on different computing platforms (e.g. neuromorphic, GPUs, clouds, clusters) and applications of Big Data Analytics to solve real-world problems (e.g. weather prediction, transportation, energy management). #################### Important dates ##################### - Tutorial and workshops proposals: February 15th, 2016 - Notification of tutorial and workshops proposals: February 20th, 2016 - Paper submission: April 30th, 2016 - Notification of paper acceptance: May 30th, 2016 - Camera-ready submission (AISC): June 11th, 2016 - Early registration: June 20th, 2016 Registration deadline: papers without confirmed registration by June 24th 2016 risk their inclusion in the proceedings ########################################################## #################### Invited speakers #################### - Francesco Bonchi, ISI Foundation, Torino, Italy - Stephen Furber, University of Manchester, UK - Rudolf Kruse, OVG University of Magdeburg, Germany - Piotr Mirowski, Google Deep Mind, London, UK ########################################################## #################### Organizing committees ############### General Chairs - Plamen Angelov, Lancaster University, UK - Yannis Manolopoulos, Aristotle University of Thessaloniki, Greece Program Chairs - Lazaros Iliadis, Democritus University of Thrace, Greece - Asim Roy, Arizona State University, Tempe USA - Marley Vellasco, PUC-Rio, Rio de Janeiro, Brazil Advisory Board - Nikola Kasabov, Auckland University of Technology, New Zealand - Ali Minai, University of Cincinnati, USA - Danil Prokhorov, Toyota Tech Center, Michigan, USA - Theodore Trafalis University of Oklahoma, USA - G. Kumar Venayagamoorthy, Clemson University, USA Tutorials/Workshop Chairs - Apostolos Papadopoulos, Aristotle University of Thessaloniki, Greece - Bernardete Ribeiro, Portugal Poster Session Chairs - Yi Lu Murphey, University of Michigan-Dearborn, USA Special Sessions Chairs - Irwin King, Chinese University of Hong Kong, China - Luca Oneto, University of Genoa, Italy Panel Chairs - Leonid Perlovsky, Harvard University, Boston, USA Awards Chair - Araceli Sanchis de Miguel, Carlos III University, Spain Competitions Chairs - Adel Alimi, University of Sfax, Tunisia Publication Chairs - Mariette Awad, American University of Beirut, Lebanon - Danilo Mandic, Imperial College, London, UK Publicity Chairs - Jose Antonio Iglesias Martinez, Carlos III University of Madrid, Spain - Simone Scardapane, The Sapienza University of Rome, Italy - Teck Hou Teng, Singapore Management University, Singapore International Liaison Chairs - Petia Georgieva, University of Aveiro, Portugal - De-Shuang Huang, Tongji University, Shanghai, China Local Organizing Committee: - Anastasios Gounaris, Aristotle University of Thessaloniki, Greece WebMaster - Yannis Karydis, Ionian University, Greece ########################################################## ############# Paper Submission and Publication ########### * Original works submitted as a regular paper limited to a maximum of 14 pages in Springer format will be published in the proceedings to be available electronically as a Springer book in ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING Series, to download for delegates. * It will be peer-reviewed by at least three PC members on the basis of technical quality, relevance, originality, significance and clarity. * At least one author of an accepted submission to the conference should register with a regular fee to present their work at the conference. ########################################################## #################### Awards ############################## * Best papers will be selected and awarded as follows: - Best regular paper - Best student paper * This will be based on a combination of reviewers' comments, presentations and importance and quality judged by a panel. * Best paper awards (500 Euros) are donated by the sponsor Springer Verlag, Germany and will be commemorated by a certificate. ########################################################## ###### Topics and Areas include, but not limited to ###### * Autonomous, online, incremental learning - theory, algorithms and applications in big data * High dimensional data, feature selection, feature transformation - theory, algorithms and applications for big data * Scalable algorithms for big data * Learning algorithms for high-velocity streaming data * Big data streams analytics * Deep neural network learning * Machine vision and big data * Brain-machine interfaces and big data * Cognitive modeling and big data * Embodied robotics and big data * Fuzzy systems and big data * Evolutionary systems and big data * Evolving systems for big data analytics * Neuromorphic hardware for scalable machine learning * Parallel and distributed computing for big data analytics (cloud, map-reduce, etc.) * Big data and collective intelligence/collaborative learning * Big data and hybrid systems * Big data and self-aware systems * Big Data and infrastructure * Big data analytics and healthcare/medical applications * Big data analytics and energy systems/smart grids * Big data analytics and transportation systems * Big data analytics in large sensor networks * Big data and machine learning in computational biology, bioinformatics * Recommendation systems/collaborative filtering for big data * Big data visualization * Online multimedia/ stream/ text analytics * Link and graph mining * Big data and cloud computing, large scale stream processing on the cloud ########################################################## #################### Co-Sponsors ######################### * International Neural Network Society (INNS) * Springer ##########################################################

1 0