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ECMLPKDD 2015: Call for Papers, Tutorials and Workshops

by ECMLPKDD 2015

The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD) will take place in Porto, Portugal, from September 7th to 11th, 2015 (http://www.ecmlpkdd2015.org) This event is the leading European scientific event on machine learning and data mining and builds upon a very successful series of 25 ECML and 18 PKDD conferences, which have been jointly organized for the past 14 years. ECMLPKDD 2015 will host three tracks, tutorials and a set of workshops. Therefore, we invite all researchers and practitioners from different communities to submit papers and/or present tutorial and workshop proposals. ************************* CALL FOR PAPERS * ************************* JOURNAL TRACK ********************* Articles for this track are submitted all year long directly to either Machine Learning or Data Mining and Knowledge Discovery, and are reviewed like regular journal articles. Accepted articles appear in full in the journal and the authors are given a presentation slot at the conference. Articles deemed insufficiently mature for journal publication may be accepted for inclusion in the proceedings. Submissions to the journal track will be managed by the Guest Editorial Board. Paper Submission: Cut-off dates for the bi-weekly batches are 14 Dec, 2014 and 4 Jan, 18 Jan, 1 Feb, 15 Fev, 1 Mar, 15 Mar, 29 Mar, 12 Apr, 26 Apr of 2015 Web Page: http://www.ecmlpkdd2015.org/submission/journal-track RESEARCH PROCEEDINGS TRACK ******************************************* The research proceedings track, which is organized in the traditional way. Accepted papers will be published in the Lecture Notes in Artificial Intelligence (LNCS/LNAI) of Springer, after reviewing by the program committee. Abstract submission deadline: March 26, 2015 Paper Submission deadline: April 2, 2015 Paper Acceptance Notification: June 1, 2015 Paper Camera Ready: June 15, 2015 Web Page: http://www.ecmlpkdd2015.org/submission/research-proceedings-track INDUSTRIAL, GOVERNAMENTAL & NON-GOVERNAMENTAL PROCEEDINGS TRACK ****************************************************************** The NEW industrial, governmental & non-governmental (NGO) proceedings track is independent and distinct from the Research Track. Submissions to this track should solve real-world problems and focus on engineering systems, applications, and challenges. Accepted papers will be published in the Lecture Notes in Artificial Intelligence (LNCS/LNAI) of Springer, after reviewing by the programme committee. Abstract submission deadline: March 26, 2015 Paper Submission deadline: April 2, 2015 Paper Acceptance Notification: June 1, 2015 Camera ready submission: June 15, 2015 Web Page: http://www.ecmlpkdd2015.org/submission/industrial-proceedings-track ***************************************************************** CALL FOR TUTORIAL AND WORKSHOP PROPOSALS * ***************************************************************** TUTORIALS ************** The tutorials are intended to provide a comprehensive introduction to established or emerging research topics of interest for the machine learning and the data mining community. These topics include related research fields or applications. The ideal tutorial should attract a wide audience. It should be broad enough to provide a basic introduction to the chosen research area, but it should also cover the most important topics in depth. We welcome half day workshop proposals. Proposal deadline: March 2, 2015 Proposal Acceptance Notification: March 23, 2015 Web Page: http://www.ecmlpkdd2015.org/submission/call-for-tutorials WORKSHOPS **************** The workshops will be on relevant and current topics in Machine Learning and Data Mining. The scope of the proposal should be consistent with the conference themes as described in the ECML PKDD 2015 Call for Papers (http://www.ecmlpkdd2015.org/submission) Interdisciplinary workshops that bring together researchers and practitioners from different communities are especially welcome. We encourage workshops that bridge the gap between theoretical advances and important and/or innovative applications of machine learning and data mining. We welcome both full and half day workshop proposals. Proposal deadline: March 2, 2015 Proposal Acceptance notification: March 23, 2015 Workshop websites and call for papers online: March 27, 2015 Workshop proceedings (camera-ready): August 3, 2015 Web Page: http://www.ecmlpkdd2015.org/submission/call-for-workshop-proposals Hope to see you all soon in Porto, Portugal!!! The publicity chairs of the ECML PKDD 2015, Carlos Abreu Ferreira Ricardo Campos --- Este e-mail foi verificado em termos de vírus pelo software antivírus Avast. http://www.avast.com

Dec. 3, 2014

Postdoc Position in Large-scale Brain Modeling

by Chris Eliasmith

Centre for Theoretical Neuroscience, University of Waterloo We are recruiting for a theoretical neuroscientist interested in building large-scale functional brain models. The successful candidate will become an integral part of the team that has built the world's largest functional brain model, Spaun. This work was published in Science, and received coverage around the world on CNN, BBC, CBC, and hundreds of other outlets. We are building the next generation of computational platforms to run such models. This position will focus on using supercomputers (e.g., IBM BlueGene) to run models written in the Nengo environment (http://nengo.ca) Nengo is a general neural simulation environment that, in addition to Spaun, has been used to simulate adaptive arm controllers, state-of-the-art vision systems, natural language processors, reinforcement learners, and novel robotic controllers among many other projects. Postdocs will be encouraged to pursue their research program with these state-of-the-art tools. Qualifications: PhD in theoretical neuroscience or related field; experience with MPI, BlueGene, or other HPC environments desirable; python experience an asset. Start date: As soon as a suitable candidate is found Submit: CV, statement of research interests, three references Duration: 1 year renewable for a 2nd year Lab: CNRG http://compneuro.uwaterloo.ca/ Contact: celiasmith(a)uwaterloo.ca (Chris Eliasmith) Funding for the position will be provided by TalentEdge (http://www.oce-ontario.org/programs/industry-academic-collaboration/talente…) and a corporate sponsor.

Dec. 3, 2014

Workshop on Neural Population Dynamics, Paris region, Feb. 4th 2015

by Antoine Chaillet

Dear all, We are pleased to announce the Workshop on Neural Population Dynamics, to be held in Supélec (Gif sur Yvette) on February, 4th 2015: http://neural-pops.sciencesconf.org This workshop aims at gathering neuroscientists and control theoreticians around the dynamics of neural populations. Its topics cover: • Modeling • Identification of parameters based on experimental data • Link between models • Mathematical analysis • Feedback control. The list of confirmed speakers is: • Bruno Cessac, INRIA • Alain Destexhe, UNIC • David Hansel, Univ. Paris 5 • Axel Hutt, INRIA • Dimitris Pinotsis, UCL • Peter Wellstead, Hamilton Institute. Registration is free but mandatory. Posters are welcomed. See website for details. The workshop is organized in the framework of the Research Initiative "Control and Neuroscience" of the iCODE institute of Paris-Saclay and the ANR project SynchNeuro. We look forward to seeing you there ! The organizers, Georgios Detorakis and Antoine Chaillet http://neural-pops.sciencesconf.org

Dec. 3, 2014

CFP: Special Issue on Applications of Operations Research in Neuroscience

by Ruben Tikidji-Hamburyan

Dear Colleagues, [We apologize if you have received multiple copies of this message] We would like to draw your attention to the special volume on "Applications of Operations Research for Neuroscience" in the Annals of Operations Research. We cordially invite researchers in neuroscience who use operations research methods and related mathematical fields to contribute to this special issue. Potential topics include, but are not limited to, the following areas of neuroscience: * intracellular signaling and regulation * synaptic plasticity * dynamics in heterogeneous neural networks * intelligent systems and control * perceptual, cognitive and behavioral functions * learning and memory * spatio-temporal network analysis * combinatorial optimization * signal and information processing * neuroimaging and functional brain imaging processing * computational modelling and simulation Please note that the use of methods from modern operations research is a prerequisite for any paper submitted to this special issue to be accepted for review. Important Dates: Submission deadline of full papers: August 1, 2015. Submission Details: The format of manuscripts for the Annals of Operations Research as well as guidelines can be found on the web page of Springer, the publisher of the journal: http://www.springer.com/business/operations+research/journal/10479 Authors should submit a cover letter mentioning that the paper is for a special volume, along with and a manuscript via the journal's online submission site: http://www.editorialmanager.com/anor More details can be found in the Call for Paper attached to this e-mail. Please consider sharing this call for papers with any researchers who might be interested in contributing. On behalf of special volume guest editors, Ruben Tikidji-Hamburyan ------- Ruben Tikidji-Hamburyan,Ph.D. Department of Cell Biology and Anatomy Health Sciences Center Louisiana State University New Orleans, LA, 70112 A.B.Kogan Research Institute for Neurocybernetics Southern Federal University 344090, Russia

Dec. 3, 2014

Call for Papers ( Frontiers in Computational Neuroscience): Special Issue on Neuropsychology through the lenses of Computational Modelling

by Eirini Mavritsaki

Call for Papers Special Issue in Frontiers in Computational Neuroscience 'Neuropsychology through the lenses of Computational Modelling' Computational modelling may provide an increasingly important tool for furthering neuropsychology and understanding brain impairments – but there remain many issues: how can different types of lesion be best modelled? What are the differences between damage to grey matter and to fibre tracts? What the effects of learning within damaged systems or systems where there is an imbalance in neurotransmitters? For this reason a special issue that brings together state-of-the-art papers on the computational modelling of neuropsychological disorders, with papers covering different levels of modelling (from spiking neurons to higher-level connectionist modelling), using imaging as well as behavioural data, and addressing a number of different disorders (attention, language, memory etc.) is expended to contribute significantly to the field of Neuropsychology and Computational Neuroscience. In collaboration with Frontiers in Computational Neuroscience, we are organizing a Research Topic titled "Neuropsychology through the lenses of computational modelling”, hosted by Eirini Mavritsaki, Glyn Humphreys. As host editor, I would like to encourage you to contribute to this topic. Frontiers, a Swiss open-access publisher, recently partnered with Nature Publishing Group to expand its researcher-driven Open Science platform. Frontiers articles are rigorously peer-reviewed, can be disseminated freely and are widely read by your colleagues and by the broader scientific and medical research communities. The idea behind a research topic is to create an organized, comprehensive collection of several contributions, as well as a forum for discussion and debate. Contributions can be articles describing original research, methods, hypothesis & theory, opinions, etc. We have created a homepage on the Frontiers website (Frontiers in Computational Neuroscience) where all articles will appear after peer-review and where participants in the topic will be able to hold relevant discussions: http://www.frontiersin.org/Computational_Neuroscience/researchtopics/Neurop…. Frontiers will also compile an e-book, as soon as all contributing articles are published, that can be used in classes, be sent to foundations that fund your research, to journalists and press agencies, or to any number of other organizations. As such, a manuscript accepted for publication incurs a publishing fee, which varies depending on the article type. Research Topic manuscripts receive a significant discount on publishing fees. Please take a look at this fee table: http://www.frontiersin.org/about/PublishingFees. Once published, your articles will remain free to access for all readers, and will be indexed in PubMed and other academic archives. As an author in Frontiers, you retain the copyright to your own papers and figures. I would be delighted if you considered participating in this Research Topic. Should you choose to participate, please confirm by sending me a quick email and then your abstract no later than Feb 16, 2015 using the following link: http://www.frontiersin.org/Computational_Neuroscience/researchtopics/Neurop… Please note that the deadline for manuscript submission is on: Jun 30, 2015 Since I am using the Frontiers system to manage this topic, I would really appreciate if you could also please indicate your decision by clicking on one of the links below. <<Variable for accept/decline links – do not edit!>> With best regards, Eirini Mavritsaki Guest Associate Editor, Frontiers in Computational Neuroscience www.frontiersin.org ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Eirini Mavritsaki, Ph.D., CPsychol Co-Director of the Centre for Applied Psychological Research (CAP Research) Business Development Coordinator for Social Sciences Lecturer in Cognitive Psychology Faculty of Business Law and Social Sciences Birmingham City University D 3.17 Dawson Building City North Campus Perry Bar, Birmingham B42 2SU eirini.mavritsaki(a)bcu.ac.uk<mailto:eirini.mavritsaki@bcu.ac.uk> 0121 331 6361 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Dec. 2, 2014

Call for proposals to host the annual Computational Neuroscience (CNS) Meeting in 2017

by Erik De Schutter

After the record breaking CNS meetings in Paris, France and Québec City, Canada, OCNS (http://www.cnsorg.org) requests proposals from candidate local organizers to organize the CNS meeting in 2017 at a location in Europe. Groups or individuals interested in organizing the CNS*2017 meeting should submit a proposal with consideration of the extensive on-line information (http://www.cnsorg.org/cns-2017-local-organizer) and using the on-line templates provided as a guide. The OCNS board members will select/discuss the different proposals, contact the potential local organizers for more information if necessary and come to a timely agreement between OCNS and potential local organizers. Proposals should be emailed to the OCNS president at president(a)cnsorg.org no later than January 31, 2015. Decisions are expected to be conveyed to potential organizers about a month later. Erik De Schutter OCNS President

Dec. 1, 2014

Postdoctoral position in cerebellar network modeling in Okinawa

by Erik De Schutter

A postdoctoral researcher position to model cerebellar function is available in the Computational Neuroscience Unit (https://groups.oist.jp/cnu) of Prof. Erik De Schutter at the Okinawa Institute of Science and Technology Graduate University. Depending on previous experience research emphasis can be on analyzing population activity in network models of the olivocerebellum or on further development of XML-based methods for network model description and simulation, or a combination of both. Candidates should have experience in network modeling, preferentially using the parallel NEURON environment. Prior knowledge of cerebellar anatomy and physiology is a plus but not required. The postdoc will interact with other researchers and students in the lab who are working on cerebellar modeling projects. We offer attractive financial and working conditions in an English language graduate university that emphasizes interdisciplinary research, located on a beautiful subtropical island. Send curriculum vitae, Candidates should mail a summary of research interests and experience, and the names of three referees to Prof. Erik De Schutter at erik(a)oist.jp

Nov. 30, 2014

Two postdoctoral/research associate positions in computational neuroscience at Drexel University College of Medicine.

by Ilya Rybak

Two postdoctoral/research associate positions in computational neuroscience at Drexel University College of Medicine Two postdoctoral/research associate positions in computational neuroscience for the duration of up to three years are available at Drexel University College of Medicine (Theoretical and Computational Neuroscience Lab of Dr. Ilya A. Rybak) to participate in externally funded projects. One position is for computational modeling of neural control mechanisms, involving interactions between basal ganglia, thalamus, cerebellum, cortex and spinal cord in connection with simulation of pathological changes in motor control during Huntington’s disease. The other position involves modeling of spinal cord circuits, including the circuits of locomotor CPG, in close interactive collaboration with several world leading laboratories performing experimental studies in the isolated rodent spinal cord. Applicants must have a PhD degree in Applied Mathematics, Physics, Computer Science, Neuroscience, or related discipline and have excellent C++ programming skills. Previous experience in computational modeling of biological neurons and neural networks is a plus. Interested candidates are encouraged to contact Dr. Rybak (rybak(a)drexel.edu) by email. To apply, please send an email along with (1) curriculum vitae; (2) a cover letter describing previous research experience and interests; (3) the names and contact information of three references. ================================= Ilya A. Rybak, Ph.D. Professor Department of Neurobiology and Anatomy Drexel University College of Medicine 2900 Queen Lane Philadelphia, PA 19129 USA Tel.: (215) 991-8596 FAX: (215) 843-9082 E-mail: rybak(a)drexel.edu http://neurobio.drexelmed.edu/rybakweb/rybak.html http://www.drexelmed.edu/Home/AboutOurFaculty/IlyaARybak.aspx https://www.researchgate.net/profile/Ilya_Rybak/publications/ http://scholar.google.com/citations?hl=en&user=SnA068QAAAAJ http://www.pubfacts.com/author/Ilya+A+Rybak

Nov. 29, 2014

PhD Studentships in Neurotechnology at Imperial College London

by Simon Schultz

*4-year studentships available in the Imperial College EPSRC Centre for Doctoral Training in Neurotechnology for Life and Health* *Ten fully-funded studentships are now available for start in October 2015. * Neurotechnology is the use of insights and tools from engineering, mathematics, physics, chemistry, and biology to investigate neural function and treat dysfunction. Brain-related illnesses affect more than two billion people worldwide, and the numbers are growing. Reducing this burden is a major challenge for society. The Centre for Doctoral Training in Neurotechnology for Life and Health will train a new generation of multidisciplinary researchers at the interface of neuroscience and engineering, to address this challenge. The Centre spans the Faculties of Engineering, Natural Sciences and Medicine at Imperial, with investigators from the Departments of Bioengineering, Mechanical Engineering, Electrical and Electronic Engineering, Computing, Chemistry, Physics, Life Sciences, and the Division of Brain Sciences. Directed by Dr Simon Schultz, Prof Bill Wisden and Prof Paul Matthews, it intends to admit approximately 14 students per year. All research projects will involve a team of supervisors, each of whom will bring complementary expertise to the project. In addition to researchers from across Imperial College, the Centre involves twenty industry and charity partners, as well as satellite research groups at the Crick Institute and the University of Oxford. Studentships begin with a one-year MRes in Neurotechnology, which forms an integral part of the four year training programme. During this year, students will take 3 months of taught courses specially developed for the CDT, followed by laboratory rotations as part of a single research training project. After the first year, students enter the PhD phase having developed the interdisciplinary and technical skills to thrive in a cutting edge research environment, and make the most impact with their PhD. *Who should apply* Applicants should be seeking to undertake a /multidisciplinary /4-year research training programme at the interface between neuroscience and engineering. Candidates should have, or expect to obtain, a first or upper second class degree, or non-UK equivalent, in an engineering or physical sciences discipline. Students with a biological or medical sciences background will be considered in exceptional circumstances, provided they can demonstrate substantial quantitative skills. All studentships are open to UK or EU applicants who meet EPSRC eligibility criteria (see www.epsrc.ac.uk/skills/students/help/eligibility <http://www.epsrc.ac.uk/skills/students/help/eligibility>). A limited number of places is also available to UK or EU applicants, with no residency criteria. International (ie non UK/EU) candidates may be considered for the CDT programme *if they can provide their own full funding*for the 4 years. *Funding* Studentships cover tuition fees and a tax free stipend of approximately £16,000 per year. A generous annual allowance is provided for research consumables and for conference attendance. *How to Apply* Visit www.imperial.ac.uk/neurotechnology/cdt <http://www.imperial.ac.uk/neurotechnology/cdt>for more information on the CDT as well as details of projects available and how to apply.*Application deadline: 30^th January 2015*. -- Simon R Schultz Reader in Neurotechnology & Royal Society Industry Fellow Neural Coding Laboratory: http://www.schultzlab.org Department of Bioengineering, Imperial College London South Kensington, London SW7 2AZ, UK Director, Imperial College Centre for Neurotechnology Administrator: Dr Kate Hobson, Phone: +44 207 594 5101 http://www.imperial.ac.uk/neurotechnology EU Neural Engineering Marie Curie ITN: http://www.neural-engineering.eu

Nov. 28, 2014

Job offer

by Silvia Gruhn

Dear Madam/Sir, could you please post the following Job offer for us? "The Heisenberg Research Group of Computational Biology at the University of Cologne in Cologne, Germany announces a Research Position (100%, EG TV-L 13) in computational neuroscience for the duration of up to three years. The position is available in the externally funded project "Central pattern generators and reflexive feedback in insect locomotion: a cross-species study". Animal locomotion begins in the central nervous system and results in quantifiable mechanical activity; it therefore provides an excellent entry point into the neural computations that create intentional behaviors that respond to environmental conditions. Locomotion originates in central pattern generators: neural networks in the spinal cord of vertebrates and thoracic ganglia of insects which produce rhythmic movements. Some preparations (e.g. lamprey, crayfish) can generate stable, near-periodic rhythms in isolation, others require sensory feedback either to produce functional gaits or for the stabilization of the rhythms. Cockroaches and stick insects exemplify these two extremes. They share the same basic neural and biomechanical architecture, but the former run rapidly over rough ground, while the latter are adapted for slow walking on twigs and leaves with varying orientations with regard to gravity. Using existing information and collecting new data, this project will compare these species and address questions as described in the work plan. The development of integrated mathematical and computational models is central to answering such questions. New data will improve existing models, and new models will be created to span the morphological and behavioral ranges from stick insects to cockroaches, allowing us to illuminate their adaptive strategies to different environments. The objective of our research project is to deepen our understanding of the generation and control of locomotion. This collaborative project is performed jointly by the groups of Drs. Silvia Gruhn (Dept. of Animal Physiology, University of Cologne, Cologne, Germany) and Phil Holmes (Dept. of Mathematics, Princeton University, Princeton, NJ, USA). Applicants must have a Master's degree or a Diploma in Applied Mathematics, Physics, or a related discipline and have excellent C++ programming skills. Previous experience in computational neuronal modeling is an advantage. The possibility to be enrolled into a PhD program will be provided if desired. Interested candidates are encouraged to contact Dr. Silvia Gruhn (sgruhn(a)uni-koeln.de) by email. To apply, please send an email along with (1) curriculum vitae; (2) a cover letter describing previous research experience and interests; (3) the names and contact information of two referees." Thank you very much! With kind regards, Silvia Gruhn -- PD Dr. Silvia Gruhn DFG-Heisenberg Programm - Leiterin der Arbeitsgruppe 'Computational Biology' Zoologisches Institut, Abt. Tierphysiologie Universität zu Köln Biowissenschaftliches Zentrum, Zi. 1.104 Zülpicher-Straße 47b 50674 Köln Tel. 0221-4703829 Fax. 0221-4704889 http://www.neuro.uni-koeln.de/neuro-gruhn-staff-sg.html

Nov. 27, 2014