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FENS Featured Regional Meeting 2015 - Extended deadlines, preliminary programme and social events
by Dimitrios A. Adamos June 4, 2015

June 4, 2015

Only few months are left for the FENS Featured Regional Meeting , which will be held at Ioannis Vellidis Congress Center , Thessaloniki , from 7 to 10 October 2015!! Online you can find the analytic preliminary program at http://ffrm2015.com/programme/scientific-programme We would like to remind you that abstract submission deadline and early registration fees apply up to 30th of June! Please visit http://ffrm2015.com to register and submit your abstract online. Also , we would like to bring to your attention that during the congress two social events will take place : - Basketball Tournament(/free of charge/) The three organizing nations share a long history in Basketball, with numerous, unforgettable, exciting games conducted between national and associational teams. The city of Thessaloniki itself has a close relationship with basketball, as it has been largely known as the capital of modern Greek basketball. An indoors basketball tournament will be hosted at the Thessaloniki YMCA court. Students and older students are going to participate in the tournament in mixed teams. Medical support to ...older students will be kindly provided by the Aristotle University Medical School. Interested participants will be (almost) randomly allocated to four teams • Brainiacs • Synaptics • Connectomes • Old timers T-shirts will be provided to the players, who are kindly requested to bring their shoes and shorts. Two initial classification games will take place and the small and big finals will follow. The duration of the games will be 15 min each. The winners will have the opportunity to publish their papers in most international journals, under privileged reviewing processes. The Old timers are supposed to win, provided they make it through the tournament. When registering for the FFRM2015, do not forget to mention you wish to participate to the Basketball Tournament! It’s a no-brainer! *-Food Festival (*40€ per person / 30 € for undergraduate student) A Gastronomy Festival will be held at the area of the port, in a Warehouse at Pier A, an alternative and modern location of the city. The main objective of the event is a search of gastronomic identity of Thessaloniki in combination with Balkan flavors, on which so much is said and written. The street food “festival” will be accompanied by Greek and Balkan sounds from a live band. In case you are interesting to participate in one or both these events, please declare it during your registration online. For those who have already register and they decided to participate, please contact Meeting Secretariat at f.kyritsi(a)events.gr.

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Research Staff Member opening at NeuroMentix
by Chad Peck June 4, 2015

June 4, 2015

NeuroMentix is seeking candidates for a Research Staff Member opening. NeuroMentix is an early stage start up dedicated to a new, groundbreaking class of artificial intelligence technologies closely modeled after the brain. The Research Staff Member will initially participate in government funded research to refine, adapt, and demonstrate the technology. As our approach has important implications for understanding and modeling global brain function, we believe a career with NeuroMentix has the potential for a truly transformative, positive impact on science, technology, and our world. Job Description The selected Research Staff Member will participate in the development, demonstration, and application of a new class of biologically-inspired, network-based artificial intelligence and machine learning technologies. The responsibilities include requirements analysis; network and component design, implementation, and testing; experimental design and analysis; documentation of inventions and scientific results through patents, technical reports and scientific publications; presentations and demonstrations to customers and other researchers. Required: * A PhD in computational neuroscience, computer science, machine learning, cognitive systems, electrical engineering, physics, or a related field * Two years of development experience with C/C++ * Two years of development experience in a UNIX/Linux environment * Demonstrated ability to conduct independent research * Working knowledge of functional neuroanatomy, neurophysiology, machine learning techniques, non-linear dynamical systems, and neural networks * Preferred availability by August 2015 Desired: * One year of experience with a computational neuroscience simulator (NEST is preferred) * Demonstrated expertise with generative neural networks, such as deep learning systems * Experience with robot control or software automaton design, development and testing * Demonstrated experience with team software development and integration practices * Expertise with key results and methodologies from experimental psychology If you are a highly driven, adaptable, and impactful researcher, please send your resume and contact information to employment(a)neuromentix.com. NeuroMentix is located in Newtown, CT, USA. More information about NeuroMentix can be found at www.neuromentix.com. NeuroMentix is an equal opportunity employer. Applicants must be a US citizen or possess US work authorization. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, national origin, sexual orientation, veteran status, age, or disability. NeuroMentix participates in E-Verify.

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Intelligence for Embedded and Cyber-physical Systems (IntECS 2015) @IEEE SSCI: papers are due in 10 days
by Giacomo Boracchi June 3, 2015

June 3, 2015

**CALL FOR PAPERS** Symposium on "Intelligence for Embedded and Cyber-physical Systems" (IntECS 2015) at IEEE Symposium Series in Computational Intelligence 2015 7 - 10 December 2015, Cape Town, South Africa ( http://ieee-ssci.org.za/) *IntECS 2015 Web site*: http://ies.deib.polimi.it/events/intecs-2015-ieee-ssci/ ********************************************************** *IMPORTANT DATES* Paper submission: June 14, 2015 Author notifications: September 4, 2015 Camera-ready submission: October 4, 2015 Early registration: October 4, 2015 Conference Dates: December 7 - 10, 2015 *********************************************************** In recent years, there has been an increasing interest in designing embedded and cyber-physical systems featuring intelligent skills. Beside addressing the specific tasks they have been designed for, these systems are expected, for example, to autonomously make decisions/activate reactions, perform self-diagnosis, and learn from and interact with the operating environment. This symposium addresses novel and emerging computational-intelligence and machine-learning solutions to provide such an intelligent behavior to embedded and cyberphisical systems. IntECS aspires at providing a forum for researchers who are actively working on intelligent embedded and cyberphisical systems and, more in general, on computational intelligent solutions for real world applications. The symposium will be held within the IEEE 2015 Symposium Series in Computational Intelligence (7 - 10 Dec. 2015, Cape Town, South Africa) **Topics** . Intelligence for embedded systems . Intelligence for cyber-physical systems . Cognitive fault-diagnosis systems . Smart objects and Internet of Things . Intelligent sensor networks . Intelligent sensors and robotics . Intelligent measurement systems . Adaptive solutions to operate in evolving/changing environments . Intelligent systems for real-world applications . Computational intelligence techniques for smart buildings and critical-infrastructure monitoring **Keywords** Embedded systems, cyber-physical systems, fault-diagnosis systems, intelligent applications, intelligent sensors, intelligent sensor networks, Computational Intelligence, Internet of Things. **Symposium Organizers** - Cesare Alippi (Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, Italy)cesare.alippi(a)polimi.it - Giacomo Boracchi (Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, Italy)giacomo.boracchi(a)polimi.it - Manuel Roveri (Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, Italy)manuel.roveri(a)polimi.it **Technical Program Committee** Demetrios Eliadis, KIOS Research Center, Cyprus Stavros Ntalampiras, Politecnico di Milano, Italy Maurizio Bocca, Bosch Research and Technology Center, CA (USA) Michalis Michaelidis, Cyprus University of Technology, Cyprus Huajin Tang, A*STAR, Singapore Joe-Air Jiang, National Taiwan University, Taiwan Stefano Squartini, Università Politecnica delle Marche, Italy Rami Abielmona, Larus Technologies, Canada Dongbin Zhao, University of Chinese Academy of Science, China Guillerme DeSouza, University of Missouri-Columbia, USA Ana-Maria Cretu, Université du Québec en Outaouais, Canada Vicenç Puig, Universitat Politècnica de Catalunya, Spain **Paper Submission Procedure** Submissions must contain original, high quality, not submitted or elsewhere published work. Authors must submit their paper through the IEEE SSCI 2015 webpage http://ieee-ssci.org.za/ Accepted papers will be included in the IEEE SSCI 2015 proceedings and indexed through IEEExplore. Further information and Paper submission can be found at the IEEE SSCI 2015 webpage http://ieee-ssci.org.za/ *********************************************************** The call for papers as well as more detailed information can be retrieved from IntECS 2015 webpage http://ies.deib.polimi.it/events/intecs-2015-ieee-ssci/ and from the main SSCI 2015 webpage http://ieee-ssci.org.za/ Please make sure you select: "Intelligence for Cyber-physical and Embedded Systems" (IntECS 2015) during the submission process *********************************************************** -- Giacomo Boracchi, PhD DEIB - Dipartimento di Elettronica, Informazione e Bioingegneria Politecnico di Milano Via Ponzio, 34/5 20133 Milano, Italy. Tel. +39 02 2399 3467 http://home.dei.polimi.it/boracchi/

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Brain Connectivity Workshop 2015!
by Jorge Riera Diaz June 3, 2015

June 3, 2015

Day-by-Day Registration Available for the 14th Brain Connectivity Workshop A number of places are available in the upcoming Brain Connectivity Workshop at UCSD (June 10-12) at a day-by-day late registration rate of $75. Those local or otherwise able to attend are welcome. Each day's program begins with a light breakfast at 8:00 am, with the first talks beginning at 8:30 am. Lunch, coffee/tea, and snacks are included. The meetings will be held in the San Diego Supercomputer Center annex on the UCSD campus. This will be the 14th international meeting of the Brain Connectivity Workshop, only the second held in the US and the first to focus on electrophysiological measures of distributed brain dynamics. Twenty-six leading scientific voices in the field will take part. A key feature of the Workshop are the unusually long general discussion periods following each workshop presentation - a chance to hear experts and all in attendance discuss topics of current strong interest to cognitive neuroscience. The Workshop program and other information is available at: http://sccn.ucsd.edu/BrainConnectivityWorkshop2015<https://urldefense.proofpoint.com/v2/url?u=http-3A__sccn.ucsd.edu_BrainConn…> To indicate your interest in attending as a day-by-day registrant, please email Rhonda McCoy (rmccoy(a)ucsd.edu<mailto:rmccoy@ucsd.edu>) for detailed information. Scott Makeig (smakeig(a)ucsd.edu<mailto:smakeig@ucsd.edu>) Jorge Riera (Miami) Michael Breakspear (Brisbane) -- Scott Makeig, Research Scientist and Director, Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California San Diego, La Jolla CA 92093-0961, http://sccn.ucsd.edu/~scott<https://urldefense.proofpoint.com/v2/url?u=http-3A__sccn.ucsd.edu_-7Escott&…>

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EvAAL 2015 Call for Competition - only one week left
by Francesco Potortì June 3, 2015

June 3, 2015

ONLY ONE WEEK LEFT FOR REGISTRATION ! EvAAL-ETRI on-site and off-site Indoor Localization Competition <http://evaal.aaloa.org/> In conjunction with IPIN 2015 Banff, Alberta, Canada 13-16 October 2015 ================================================================ We are pleased to announce the EvAAL Indoor Localization Competition, which is to be held during the IPIN 2015 Conference. The competition aims at bringing together academic and industrial research communities to work together on challenging open problems in indoor localization based on mobile devices and sensors, with the purpose of evaluating different approaches and envisioning new research opportunities. Recent years have witnessed increasing interest in location-based services and applications. In most cases, however, location information is limited by the accessibility to Global Navigation Satellite Systems (GNSS), which is largely unavailable in indoor environments. While the first commercial indoor positioning systems are starting to emerge, no standards exist yet and the field is quickly evolving. The competition will consist of two on-site and one off-site tracks, results will be presented during a dedicated session during the IPIN conference. Prizes will be awarded to the winners. Data collected from competitors' systems during the on-site tracks at the conference location will be published for the purpose of research and comparison. Track 1: Smartphone based positioning Track 2: Foot-mounted pedestrian dead reckoning positioning Track 3: Wi-Fi fingerprinting in large environments (off-site) For Track 1 "Smartphone based positioning", the competitors can use any sensor available on the smartphones used. For Track 2 "Foot-mounted positioning", the candidates can use MEMS sensors (inertial, compass and pressure sensors); electronic devices such as tablet, notebook, etc. can be used for control and monitoring. For Track 3 "Wi-Fi fingerprinting", the competitors will have access to a large Wi-Fi fingerprint database, to which they will apply their algorithms offline. The competition will take place during the IPIN conference and the on-ste tracks will be sponsored by ETRI, the Electronics and Telecommunications Research Institute based in Korea. For the on-site tracks, competitors will be given the time to pre-test and setup their solutions prior to the test day, during which the systems will be measured in real-time. For the off-site track, the ground truth will be disclosed during the conference. Evaluation criteria for the competition, restrictions on the accepted technologies, technical rules to follow and a description of the benchmarks are detailed in the technical annex of this call (to be provided by mid-March). Possible refinements of the annex, also based on participating competitors' comments, will be timely distributed to all participants. The annex will include information such as the site map, the distribution of wireless communication devices and more. A "competitor" can be any individual or group of individuals working as a single team, associated to a single or a number of organizations. Competitors apply for admission to the competition by providing a short (2 to 4 pages) technical description of their system, including details on algorithms and protocols. The Program Committee will accept or refuse the application in a short time, based on technical feasibility and logistic constraints. In case of acceptance, competitors are invited to submit a paper to the conference. The paper will be subjected to peer review: accepted papers will be published in the proceedings of IPIN 2015. Competitors may choose to not submit a paper, but in any case they are required to make an oral presentation of their system during a dedicated session at the IPIN conference. Results from the competition and the raw data from the competitors' systems will be published after the competition. Application by guests, who will have the opportunity to test their systems in the same way as competitors, but whose results will not be disclosed, will be granted on an individual base. One full registration to the conference is required from each competitor or guest system; registration covers the presentation of a paper describing the system. The winners of the competition will be announced during the conference. ETRI will award a 2000$ prize to the best placed teams of tracks 1 and 2, together with a paid invitation to hold a talk at ETRI (KR). The winner of track 3 will receive a prize worth 500$. We encourage submissions from both academia and industry (there are no restrictions on the composition of competing teams) with the aim of seeking innovative solutions based on mobile devices and sensors for indoor applications. Please check the conference web site for more information and regular updates on the progress of the competition. Important Dates --------------------------------------------------------------- Admission request: 10 June 2015 Notification of admission and invitation to submit a paper: shortly after request --------------------------------------------------------------- Related links --------------------------------------------------------------- Submission site: <https://edas.info/newPaper.php?c=20021> Technical annex: soon to be published on <http://evaal.aaloa.org> --------------------------------------------------------------- Organizing Committee -------------------- Competition chair: Francesco Potortì <Potorti(a)isti.cnr.it> Local chair: Kyle O'keefe (CA) On-site software chair: Michele Girolami (CNR-ISTI, IT) Off-site track chair: Joaquín Torres Sospedra (Universitat Castellón, ES) TPC chair (on-site): Paolo Barsocchi (CNR-ISTI, IT) TPC chair (off-site): Raúl Montoliu Colás (Universitat Castellón, ES) -- Francesco Potortì (ricercatore) Voice: +39.050.621.3058 ISTI - Area della ricerca CNR Mobile: +39.348.8283.107 via G. Moruzzi 1, I-56124 Pisa Skype: wnlabisti (entrance 20, 1st floor, room C71) Web: http://fly.isti.cnr.it

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[ICSLANE] Registration deadline extension
by Alessandro Barardi June 3, 2015

June 3, 2015

*Registration deadline has been extended to the 20th of June.* *Fellowships for students presenting posters are available. Check our website <http://www.neural-engineering.eu/BarcelonaConference2015/index.html> for details.* --------------------------------------------------------------- On September 21st – 23rd 2015, the *Neural Engineering Transformative Technologies <http://www.neural-engineering.eu/>* project celebrates the closing event with an *International Conference on System Level Approaches to * *Neural Engineering (ICSLANE*). *Eugene Izhikevich, *co-founder and CEO of Brain Corporation, USA, and *Nikos Logothetis, * Director of Max Planck Institute for Biol Cybernetics inGermany, participate in the event as keynote speakers. The program per day with its* outstanding list of confirmed speakers *is already available* here <http://www.neural-engineering.eu/BarcelonaConference2015/index.html>.* We invite you to *submit poster abstracts* *and apply for **contributed talks. * *Students *who submit posters will have a *fee reduction.* Program <http://www.neural-engineering.eu/BarcelonaConference2015/index.html> Registration <https://www.eventbrite.co.uk/e/international-conference-on-system-level-app…> Abstract submission <nett.barcelona.2015(a)gmail.com> The aim of this interdisciplinary conference is to bring together *theoretical and experimental * *neuroscientists, **roboticists and microfluidics experts* to present and discuss the state of the art in the field of *neural engineering*. It is designed to provide fertile grounds for establishing collaborations between classical neuroscientists and leaders in the up-and-coming robotics and microfluidics fields to develop novel neural engineering techniques and promote the understanding of the brain. *Location:* *Parc de Recerca Biomèdica de Barcelona* *Dr. Aiguader, 88* *08003, Barcelon**a* --------------------------------------------------------------- On behalf of NETT fellows, Alessandro Barardi, PhD student. Neural Engineering Transformative Technologies <http://www.neural-engineering.eu/> Universitat Politècnica de Catalunya, Universitat Pompeu Fabra. Barcelona, Spain

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CFP: Special Issue on Applications of Operations Research in Neuroscience
by Ruben Tikidji-Hamburyan June 2, 2015

June 2, 2015

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. http://rutcor.rutgers.edu/CfP_Annals_of_Operations_Research.pdf 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

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Postdoctoral Research Associate position
by Peter Andras June 2, 2015

June 2, 2015

Research Associate Fixed Term for 2 Years Starting salary: Grade 7 £31,342 Keele University wishes to appoint a Research Associate for the duration of 2 years starting on 1st August 2015 or as soon as possible thereafter, in order to conduct research on the development of novel voltage-sensitive dyes for neuroimaging. You will work in the group led by Professor Peter Andras in the <http://www.keele.ac.uk/scm/research/centreforcomputerscienceresearch/> Computer Science Research Centre and the <http://www.keele.ac.uk/scm/> School of Computing and Mathematics at <http://www.keele.ac.uk/> Keele University and within a Leverhulme Trust funded project. The project runs in collaboration with the group of Professor Andrew Benniston from the School of Chemistry at Newcastle University. The aim of the project is to use rational molecular design to develop novel voltage-sensitive dyes with low toxicity and strong fluorescent signal in order to improve significantly the quality of neuroimaging data. You will work on the testing and evaluation of novel voltage-sensitive dyes for neuroimaging developed by our collaborators from Newcastle University. The novel dyes will be tested and evaluated by imaging neural activity in the crustacean stomatogastric ganglion and brain slices. You will be expected to contribute to the design of the experiments, run the experiments, collect and analyse the data, contribute to the writing of scientific papers and to present the results at conferences. You will be also encouraged to develop your leadership skills. You should have a PhD in a science subject (neuroscience, biology, computer science, physics, mathematics or similar), an interest in working on neuroscience experiments and a demonstrated aptitude for research. Experience in analysis of neuroimaging or similar data is essential and experience in micro-dissection and electrophysiology is highly desirable. For further enquiries please contact Professor Peter Andras at p.andras @keele.ac.uk. For full post details and to apply, please visit: <http://tinyurl.com/RE15-12> http://tinyurl.com/RE15-12 Closing date for applications: 29th June 2015 Interview dates: 6 7 July 2015 (to be confirmed) Interviews may be conducted remotely if needed (via skype or similar technology) --- Professor Peter Andras Professor of Computer Science and Informatics Head of Computing Division School of Computing and Mathematics Keele University Keele, Staffordshire ST5 5BG UK Tel. +44-1782-733412 Fax. +44-1782-734268 E-mail: <mailto:p.andras@keele.ac.uk> p.andras(a)keele.ac.uk Web: <http://www.scm.keele.ac.uk/staff/p_andras/> www.scm.keele.ac.uk/staff/p_andras/

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Job announcements--Mrsic Flogel lab
by Kelly Clancy June 2, 2015

June 2, 2015

Hi all, the Mrsic-Flogel lab at the University of Basel, Switzerland is looking to fill 2 positions: a data scientist and a research associate. The official announcement is below. Thanks! Kelly *Data scientist position in the Mrsic-Flogel lab* The Mrsic-Flogel lab is seeking a highly motivated data scientist. The main focus of our research <http://www.biozentrum.unibas.ch/research/groups-platforms/overview/unit/mrs…> is to understand the visual cortex. The primary responsibilities for this position will be to design data analysis packages for processing large data sets. Our lab uses two-photon imaging of individual neurons, wide field imaging of the entire cortex, and electrophysiology to understand how neural activity relates to sensory perception and behavior. The successful candidate should have extensive experience working with large data sets, be highly organized and detail-oriented, be able to work both independently and within a team, and have a degree in physical or biological sciences (or several years of work experience). Experience with imaging data, and familiarity with sophisticated analysis techniques (e.g. dynamic causality modelling, machine learning, etc.) are ideal. Familiarity with MATLAB and/or LABVIEW a plus. Applications (in electronic form), including CV, a brief description of previous research experience/software projects, and contact information of two references should be addressed to Tom Mrsic-Flogel, Biozentrum, University of Basel, Klingelbergstrasse 70, 4056 Basel, Switzerland ( mrsic-flogel(a)googlegroups.com) Additional info Full-time position, starting immediately or upon agreement. The position is initially for 1-2 years. Salary and benefits according to University of Basel standards. The Biozentrum of the University of Basel is one of the leading institutes worldwide for molecular and biomedical basic research and teaching. It is home to more than 30 research groups with scientists from over 40 countries. Research at the Biozentrum focuses on the areas of Cell Growth & Development, Infection Biology, Neurobiology, Structural Biology & Biophysics and Computational & Systems Biology. With more than 550 employees, the Biozentrum is the largest department at the University of Basel’s Faculty of Science. Basel is an international city with people from 150 nations. Located on the border where three countries meet – Switzerland-Germany-France, it is Europe’s most important life sciences hub. Basel provides a high standard of living and a rich and varied cultural atmosphere. *Research Associate Position in the Mrsic-Flogel lab* The Mrsic-Flogel lab is seeking a highly motivated research associate. The main focus of our research <http://www.biozentrum.unibas.ch/research/groups-platforms/overview/unit/mrs…> is to understand the visual cortex. The primary responsibilities for this position will include animal behavioral training, histology, and/or animal surgeries. The ideal candidate should have some research experience in a neuroscience or biology lab. Prior experience with data analysis software and/or imaging software would be advantageous. The successful candidate should be highly organized, detail-oriented and computer literate, have good written and verbal communication skills, be able to work both independently and within a team and have a bachelor's degree or higher in a neuroscience, biology or a related subject. Applications (in electronic form), including CV, a brief description of previous research experience/software projects, and contact information of two references should be addressed to Tom Mrsic-Flogel, Biozentrum, University of Basel, Klingelbergstrasse 70, 4056 Basel, Switzerland ( mrsic-flogel(a)googlegroups.com) Additional info Full-time position, starting immediately or upon agreement. The position is initially for 1-2 years. Salary and benefits according to University of Basel standards. The Biozentrum of the University of Basel is one of the leading institutes worldwide for molecular and biomedical basic research and teaching. It is home to more than 30 research groups with scientists from over 40 countries. Research at the Biozentrum focuses on the areas of Cell Growth & Development, Infection Biology, Neurobiology, Structural Biology & Biophysics and Computational & Systems Biology. With more than 550 employees, the Biozentrum is the largest department at the University of Basel’s Faculty of Science. Basel is an international city with people from 150 nations. Located on the border where three countries meet – Switzerland-Germany-France, it is Europe’s most important life sciences hub. Basel provides a high standard of living and a rich and varied cultural atmosphere.

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Tenth Madrid UPM Advanced Statistics and Data Mining Summer School - Early registration deadline
by asdm＠fi.upm.es June 2, 2015

June 2, 2015

Dear colleagues, We would like to remind you that the early registration period for the tenth Madrid UPM Advanced Statistics and Data Mining Summer School finishes on June 7th. The summer school will be held in Boadilla del Monte, near Madrid, from June 29th to July 10th. As in previous years, the school comprises 12 week-long courses, of 15 lecture hours each, which are given during two weeks (i.e., with six courses given each week). Students are free to choose the courses according to their interests, with the only restriction being that courses which are given in parallel are mutualy exclusive. INOMICS has selected our summer school as one of the world's top ten summer schools in mathematics and statistics. You can read more at https://blog.inomics.com/top-10-summer-schools-in-math-stats/ Extended information on course programmes, price, venue, accommodation and transport is available at the school's website: http://www.dia.fi.upm.es/ASDM Please, send this information to your colleagues, students, and whoever you think may find it interesting. Best regards, Pedro Larranaga, Concha Bielza, Bojan Mihaljevic and Laura Anton-Sanchez. -- School coordinators. *** List of courses and brief description *** * Week 1 (June 29th - July 3rd, 2015) * 1st session: 9:45-12:45 Course 1: Bayesian Networks (15 h) Basics of Bayesian networks. Inference in Bayesian networks. Learning Bayesian networks from data. Real applications. Practical demonstration: GeNIe, Weka, Bayesia, R. Course 2: Time Series(15 h) Basic concepts in time series. Descriptive methods for time series. Linear models for time series. Extensions. Practical demonstration: R. 2nd session: 13:45-16:45 Course 3: Supervised Pattern Recognition (15 h) Introduction. Assessing the performance of supervised classification algorithms. Preprocessing. Classification techniques. Combining multiple classifiers. Comparing supervised classification algorithms. Course 4: Bayesian Inference (15 h) Introduction: Bayesian basics. Conjugate models. MCMC and other simulation methods. Regression and Hierarchical models. Model selection. Practical demonstration: R and WinBugs. 3rd session: 17:00 - 20:00 Course 5: Neural Networks and Deep Learning (15 h) Introduction. Training algorithms. Learning and Optimization. MLPs in practice. Deep Networks. Course 6: Unsupervised Pattern Recognition (15 h) Introduction to clustering. Data exploration and preparation. Prototype-based clustering. Density-based clustering. Graph-based clustering. Cluster evaluation. Miscellanea. Conclusions and final advise. Practical session: R. * Week 2 (July 6th - July 10th, 2015) * 1st session: 9:45-12:45 Course 7: Statistical Inference(15 h) Introduction. Some basic statistical test. Multiple testing. Introduction to bootstrap methods. Introduction to Robust Statistics. Practical demonstration: R. Course 8: Bayesian Classifiers (15 h) Discrete predictors. Gaussian Bayesian networks-based classifiers. Other Bayesian classifiers. Bayesian classifiers for: positive and unlabeled data, semi-supervised learning, data streams, temporal data. Practical session: R. 2nd session: 13:45-16:45 Course 9: Text Mining (15 h) Introduction. Fundamentals. Language Modeling. String Processing. Text Classification. Information Extraction. Practical session: GATE (optionally, python). Course 10: Feature Subset Selection (15 h) Introduction. Filter approaches. Embedded methods. Wrapper methods. Advanced topics. Practical session: R and Weka. 3rd session: 17:00-20:00 Course 11: Support Vector Machines and Convex Optimization (15 h) Introduction. SVM models. SVM learning algorithms. Convex non differentiable optimization. Course 12: Hidden Markov Models (15 h) Introduction. Discrete Hidden Markov Models. Basic algorithms for Hidden Markov Models. Semicontinuous Hidden Markov Models. Continuous Hidden Markov Models. Unit selection and clustering. Speaker and Environment Adaptation for HMMs. Other applications of HMMs. Practical session: HTK.

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