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Ninth Summer School on Advanced Statistics and Data Mining (Madrid, June 23rd - July 4th, 2014)
by asdm＠fi.upm.es 25 Mar '14

25 Mar '14

Dear colleagues, The Technical University of Madrid (UPM) will once more organize the summer school on 'Advanced Statistics and Data Mining'. The summer school will be held in Madrid, between June 23rd and July 4th. This year's programme comprises 12 courses divided into 2 weeks. Attendees may register in each course independently. Early registration is now *OPEN*. 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 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 23rd - June 27th, 2014) * 1st session: 9:30 - 12:30 Course 1: Bayesian Networks (15 h) Basics of Bayesian networks. Inference in Bayesian networks. Learning Bayesian networks from data. Real applications. Course 2: Time Series(15 h) Basic concepts in time series. Descriptive methods for time series. Linear models for time series. Extensions. 2nd session: 13:30 - 16:30 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. 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: Feature Subset Selection (15 h) Introduction. Filter approaches. Wrapper methods. Embedded methods. Advanced topics. Practical session. * Week 2 (June 30th - July 4th, 2014) * 1st session: 9:30 - 12:30 Course 7: Statistical Inference(15 h) Introduction. Some basic statistical test. Multiple testing. Introduction to bootstrap methods. Introduction to Robust Statistics. 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. 2nd session: 13:30 - 16:30 Course 9: Text Mining (15 h) Introduction. Fundamentals. Language Modeling. Text Classification. Information Extraction. Course 10: 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. 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.

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Fully funded PhD position: computational neuroscience / complex system theory
by Prof. Claudius Gros 25 Mar '14

25 Mar '14

I would like to bring your attention to our PhD-program in Complex Dynamical Systems Theory / Computational Neurosciences At the Institute for Theoretical Physics, Goethe University Frankfurt Field(s): complex systems theory, computational neurosciences neural models and networks, dynamical systems Application deadline: April 27, 2014 Supervisor: Prof. Dr. Claudius Gros E-mail: cgr(a)itp.uni-frankfurt.de Address: Institute for Theoretical Physics, Goethe University Frankfurt, Job description: Applications are invited for a fully funded PhD position at the Institute for Theoretical Physics, Frankfurt University. We are developing new models and generative principles for the brain using a range of toolsets from dynamical systems theory and computational neurosciences. Examples are new objective functions and generating functionals, attractor metadynamics, transient state dynamics and self-limiting Hebbian plasticity rules. Several subjects are available for the announced PhD thesis including studies of the autonomous brain dynamics and/or studies of new synaptic plasticity rules, like trace formulations of STDP and the interplay between short term synaptic plasticity and neural dynamics. The work will include analytical investigations and numerical simulations of neural models and neural networks, using the toolset of dynamical systems theory. The candidates should have a Diploma/Master in physics with an excellent academic track record and good computational skills. Experience or strong interest in the fields of complex systems, computational neurosciences, dynamical systems theory and/or artificial or biological cognitive systems is expected. The degree of scientific research experience is expected to be on the level of a German Diploma/Master. The appointments will start summer 2014, for up to three years. Interested applicants should submit a curriculum vitae, a list of publications and arrange for two letters of reference to be sent to the address below. Prof. Dr. C. Gros Institute for Theoretical Physics Goethe University Frankfurt Max-von-Laue-Str. 1 60438 Frankfurt am Main Germany cgr(a)itp.uni-frankfurt.de http://itp.uni-frankfurt.de/~gros ***************************************** *** Prof. Dr. Claudius Gros *** *** +49 (0)69 798 47818 *** *** http://itp.uni-frankfurt.de/~gros *** ***************************************** -------------------------------------------------------- --- Complex and Adaptive Dynamical Systems, A Primer --- --- A graduate-level textbook, Springer (2008/10/13) --- --------------------------------------------------------

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Position for a Senior Postdoctoral Neuroscientist
by Ileana Hanganu-Opatz 25 Mar '14

25 Mar '14

Invitation for applications: A postdoctoral position for neurophysiology and optogenetics is available at the Department of Developmental Neurophysiology, University Medical Center Hamburg, Germany. Our group investigates the synchronized patterns of electrical activity in the immature brain, their relevance for the development of cognitive and behavioral abilities and their impairment associated with neurological disorders, such as perinatal ischemia and schizophrenia (www.zmnh.uni-hamburg.de/zmnh/groups/hanganu/hanganu) We seek a Senior Postdoctoral Neuroscientist to develop, execute and analyze state-of-the-art electrophysiological, optogenetic, anatomical and behavioral experiments in rodents as part of a research project aiming to elucidate the neuronal circuitry accounting for the maturation of cognitive and multisensory abilities. The position offers an excellent opportunity to perform highly collaborative research within the DFG-funded Priority Program 1665 and Collaborative Research Center 936. Qualified candidates should hold a Ph.D, M.D. or equivalent qualification, and should have outstanding certificates and good publication record. Candidates are also expected to have significant experience in electrophysiology and optogenetics as well as strong background in mathematics with good programming experience (MATLAB). Good communication skills, creative and independent thinking are mandatory. The position is available from September 2014 or later and will run initially for 3 years. The salary will be on the level of the German public service research salary (E13-14, 40.000-45.000 EUR per annum, depending on experience). Applications including (i) CV, (ii) a brief statement of expertise and interests, (iii) academic achievements and list of publications and (iv) 2 letters of reference should be sent to *Prof. Dr. Ileana Hanganu-Opatz*by email (*hangop(a)zmnh.uni-hamburg.de*) Incomplete applications will not be considered. For further information please contact --------------------------------------------------------------------- Prof. Dr. Ileana Hanganu-Opatz, PhD University Medical Center Hamburg-Eppendorf Developmental Neurophysiology Postal address: Center for Molecular Neurobiology (ZMNH) Falkenried 94 20251 Hamburg Germany Phone: +49 (0) 40 7410 58966 Fax: +49 (0) 40 7410 58925 Email: ileana.hanganu-opatz(a)zmnh.uni-hamburg.de i.hanganu-opatz(a)uke.de Website: www.zmnh.uni-hamburg.de/zmnh/groups/hanganu/hanganu Website SPP 1665: www.spp1665.de -- Pflichtangaben gemäß Gesetz über elektronische Handelsregister und Genossenschaftsregister sowie das Unternehmensregister (EHUG): Universitätsklinikum Hamburg-Eppendorf Körperschaft des öffentlichen Rechts Gerichtsstand: Hamburg Vorstandsmitglieder: Prof. Dr. Christian Gerloff (Vertreter des Vorsitzenden) Prof. Dr. Dr. Uwe Koch-Gromus Joachim Prölß Rainer Schoppik

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Call for Abstracts: Bernstein Conference 2014
by Kerstin Mosch 25 Mar '14

25 Mar '14

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Research Associate Position at University of Manchester
by Sergio Davies 24 Mar '14

24 Mar '14

https://www.jobs.manchester.ac.uk/displayjob.aspx?jobid=7520 You will join the SpiNNaker team, part of the Advanced Processor Technologies (APT) group within the School of Computer Science at Manchester. The APT group is a world-leading research centre, continuing the long and distinguished record of the University of Manchester in the field of Computer Architecture. This record includes the development of the world's first stored program computer, the invention of virtual memory and the building of the first practical Dataflow computer. The group's high international research profile has attracted a great deal of UK and EU funding and resulted in significant industrial collaboration. The APT staff have significant expertise in computer architecture, system software and Neuromorphic Engineering, which is demonstrated by its extensive industrial impact (e.g. the ICL Goldrush Database server, Amulet processors for ARM Ltd., and Transitive Corporation, now IBM Manchester, and Silistix Ltd. spin offs). As a Research Associate you will have a PhD (or equivalent experience) and possess proven research ability. As a Research Assistant a good/relevant MSc (or equivalent experience) is essential. You will also have knowledge in one or more of the following areas: 1. Hardware system development and commissioning including FPGA design, basic robotics, circuit board testing, microprocessor systems, ARM processors. 2. System software development including operating systems, parallel computing, C and Python programming. Informal Enquiries Informal enquiries may be made to Professor Steve Furber, ICL Professor of Computer Engineering Email: steve.furber(a)manchester.ac.uk More information can be found at: http://apt.cs.manchester.ac.uk http://apt.cs.man.ac.uk/projects/SpiNNaker/ http://www.prime-project.org http://apt.cs.manchester.ac.uk/people/sfurber *Please note for the Research Assistant post *if you do not have permission to work in the UK, the University of Manchester will not be able to obtain a Certificate of Sponsorship for you to take up this position. Therefore you must have valid immigration status and/or a UK visa valid for the duration of the contract. The University of Manchester values a diverse workforce and welcomes applications from all sections of the community. -- Dr Sergio Davies Research associate - APT Group Room IT 302 - IT Building School of Computer Science Oxford Road, Manchester The University of Manchester M13 9PL, U.K. mailto: daviess(a)cs.man.ac.uk mailto: sergio.davies(a)gmail.com http://apt.cs.man.ac.uk/people/daviess/

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Research Associate Position at University of Manchester
by Sergio Davies 24 Mar '14

24 Mar '14

https://www.jobs.manchester.ac.uk/displayjob.aspx?jobid=7614 Applications are invited for the above post to work as research assistant/associate on the SpiNNaker project. The SpiNNaker architecture is optimized to support the simulation of simple (point-like) neurons and their connections (or synapses). This architecture now has a world-wide user base, drawn to a reliable and flexible platform for real-time neural network simulation; this community is comprised of both traditional computational neuroscientists and also scientists and engineers from application areas such as robotics. The position is linked to the PRiME EPSRC-funded Programme Grant led by the University of Southampton, with Imperial College, London, and the Universities of Manchester and Newcastle as partners. This position will run immediately until 12th May 2018. You will join the SpiNNaker team, part of the Advanced Processor Technologies (APT) group within the School of Computer Science at Manchester. The APT group is a world-leading research centre, continuing the long and distinguished record of the University of Manchester in the field of Computer Architecture. This record includes the development of the world's first stored program computer, the invention of virtual memory and the building of the first practical Dataflow computer. The group's high international research profile has attracted a great deal of UK and EU funding and resulted in significant industrial collaboration. The APT staff have significant expertise in computer architecture, system software and Neuromorphic Engineering, which is demonstrated by its extensive industrial impact (e.g. the ICL Goldrush Database server, Amulet processors for ARM Ltd., and Transitive Corporation, now IBM Manchester, and Silistix Ltd. spin offs). We are seeking a motivated researcher with knowledge in one or more of the following areas: 1. Hardware system development and commissioning including FPGA design, basic robotics, circuit board testing, microprocessor systems, ARM processors. 2. System software development including operating systems, parallel computing, C and Python programming. It is essential that candidates for the Research Associate appointment should possess proven research ability, a PhD or other equivalent experience, while a good/relevant MSc or other equivalent experience will be essential for the Research Assistant appointment. Please note that if you do not have permission to work in the UK, the University of Manchester will not be able to obtain a Certificate of Sponsorship for you to take up the Research Assistant position. All non EU/EEA candidates must have valid immigration status and/or a UK visa valid for the duration of the contract in order to be considered for this appointment. *Informal enquiries* Informal enquiries can be made to Professor Steve Furber, Email: steve.furber(a)manchester.ac.uk The University of Manchester values a diverse workforce and welcomes applications from all sections of the community. -- Dr Sergio Davies Research associate - APT Group Room IT 302 - IT Building School of Computer Science Oxford Road, Manchester The University of Manchester M13 9PL, U.K. mailto: daviess(a)cs.man.ac.uk mailto: sergio.davies(a)gmail.com http://apt.cs.man.ac.uk/people/daviess/

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Research Associate position at Bernstein Centre Freiburg, Germany
by Carsten Mehring 24 Mar '14

24 Mar '14

Invitation for applications: Research Associate in Computational Neuroscience and Neurotechnology Bernstein Centre, University of Freiburg A research associate position (‘akademischer Rat’, A13Z) is available in the group of Carsten Mehring at the Bernstein Centre and the Institute of Biology 3 at the University of Freiburg, Germany. This is a new lab, established to study sensorimotor behavior and brain-machine interfaces. Research topics include: motor adaptation and skill learning; brain-machine and machine-brain interfaces; neuronal dynamics; decision making. The primary research tools are behavioural experiments, electrophysiology and neuroimaging (EEG, ECoG, fNIRS), transcranial electrical stimulation (tDCS&tACS), advanced neural signal analysis and computational modeling. We are looking for an enthusiastic scientist who has expertise in Computational Neuroscience and Neurotechnology. This is a full-time position, with an initial 3 years fixed-term contract that can be extended by another 3 years. The salary will be according to A13. The position includes teaching duties in neuroscience, which can be carried out in English. Starting date is flexible, if possible May/June 2014. The ideal candidate has a strong background in quantitative analysis, experience running behavioural and/or neurophysiological experiments and proficiency in programming. A PhD in a relevant field is required. The lab is located in Freiburg (Germany), which is in the southwest of Germany close to the French and Swiss borders. Freiburg has a vibrant academic community and our group is part of the Bernstein Centre Freiburg (http://www.bcf.uni-freiburg.de) and the cluster of excellence BrainLinks-BrainTools (http://www.brainlinks-braintools.uni-freiburg.de) which provide first-class environments for research on Computational Neuroscience and Neurotechnology. Applicants should email a CV, a letter of motivation, a short research statement (max. 1 page) and contact details for two academic references to carsten.mehring(a)biologie.uni-freiburg.de. Reviewing of applications starts on April, 15th. Further information: Carsten Mehring carsten.mehring(a)biologie.uni-freiburg.de http://www.bcf.uni-freiburg.de/people/details/mehring

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First neural connectomics challenge: from imaging to connectivity
by Demian Battaglia 24 Mar '14

24 Mar '14

The brain contains nearly 100 billion neurons with an average 7000 synaptic connections. Recovering the exact wiring of the brain (connectome) at this neural level is therefore a daunting task. Traditional neuroanatomical methods of axonal tracing or electrophysiological direct assays cannot scale up to very large networks. Could there be alternative methods, such as inference algorithms, to recovering neural network structures from patterns of neural activity? This challenge (inaugurating a series of future "Connectomics" challenges) will stimulate research on network structure inference from calcium fluorescence data, including causal discovery methods. WHAT YOU GET: Time series of the activity of 1000 neurons in a culture (simulated calcium fluorescence data) WHAT YOU PREDICT: The directed connections between neurons. 45 days to go, 3000 $ allocated for the top three ranked competitors (if they accept to make an open release of their code ;-) Challenge submission website: https://www.kaggle.com/c/connectomics Over 70 teams are already attending! There will be $3000 in prizes awarded. We are an official challenge at IEEE WCCI 2014 meeting in Beijing, where challenge results will be spotlighted: http://www.ieee-wcci2014.org (see "accepted competitions") Participants may present their results at a dedicated workshop at ECML 2014 (Nancy, France): http://www.ecmlpkdd2014.org (see "discovery challenges") http://connectomics.chalearn.org/workshop (workshop webpage) The top-ranked challenge participants and authors of the best workshop papers will be invited to participate to full length submissions (individual or collective, including detailed post-challenge analytics and algorithm comparisons and benchmarking) to peer-reviewed journals, such as Frontiers in Neuroinformatics or PLoS Computational Biology. Calendar: May 5, 2014: End of challenge. May 20, 2014: All teams must turn in fact sheets. The three top ranking teams must turn in their code to qualify for prizes. The post-challenge verifications start. June 1, 2014: End of the post challenge verifications. Release of the official ranking. June 20, 2014: ECML workshop proceeding paper submission deadline. July 6-11, 2014: Result presentation at WCCI 2014, Beijing, China. August 30, 2014: Revised papers due for ECML workshop proceedings. Beginning of post-challenge papers design. September 15 or 19, 2014: ECML workshop, Nancy, France. Discussion of the results and preparation of post-challenge synthesis. For any information or request, please contact: Demian Battaglia, demian.battaglia(a)univ-amu.fr --- Demian Battaglia, PhD Institut de Neurosciences des Systèmes, Aix-Marseille Université - Marseille, France Bernstein Center for Computational Neuroscience - Göttingen, Germany http://www.nld.ds.mpg.de/~demian

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Deadline is Approaching:: CFP::4th DICTAP- IEEE-Thailand
by Natalie Walker 23 Mar '14

23 Mar '14

% Apologies for cross posting% ==================================================== ======== 4th DICTAP 2014 || Call for Papers =========== The Fourth International Conference on Digital Information and Communication Technology and its Applications (DICTAP 2014) University of the Thai Chamber of Commerce, Bangkok, Thailand May 6-8, 2014 http://sdiwc.net/conferences/2014/dictap2014/ DICTAP 2014 is technically Co-Sponsored by IEEE- Thailand ==================================================== Paper Submission Deadline: April 06, 2014 ===================================== **Scope and Motivation** The Fourth International Conference on Digital Information and CommunicationTechnology and its Applications (DICTAP 2014) cover theoretical and practical aspects related to Information Systems, Communication Networks and Computing Technologies. The multi-thematic program of DICTAP 2104 focuses then on the major future scientific issues in Computing and Communication Networks. The scientific topics developed in his edition are divided into but not limited to the following tracks: - Networking, Communications and Security - Information Technology, Services and Architecture - Digital Information Management - PHY-Layer Communications and Signal Processing ====================================================

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The Scientific World Journal special issue titled 'Hybrid Systems to Investigate the Computational and Learning Properties of Neuronal Assemblies’
by Michela Chiappalone 21 Mar '14

21 Mar '14

Dear colleagues, I am pleased to announce the extension of the deadline for submitting your contribution to the special issue of The Scientific World Journal (http://www.hindawi.com/journals/tswj/ titled ‘Hybrid Systems to Investigate the Computational and Learning Properties of Neuronal Assemblies’. The Scientific World Journal is open access and with an impact factor of 1.730. You can find the call for paper here: http://www.hindawi.com/journals/tswj/si/438539/cfp/. Potential topics include, but are not limited to: · Encoding of inputs and retrieval of memories in cultured and simulated neuronal networks · Learning and adaptation in cultured networks · Electrophysiological experiments in closed-loop systems · Mathematical neuronal network models as tools to deduce computational properties of neural circuits · Hybrid systems: living networks coupled to artificial ones · Software and hardware strategies to manipulate and control neuronal dynamics Deadline for article submission: May 30th, 2014; Publication date: October 17th, 2014. On behalf of the other guest editors [Paolo Massobrio (University of Genova, Italy), Danny Eytan (The Hospital for Sick Children, Canada), Paolo Bonifazi (Tel Aviv University, Israel) and Paul Tiesinga (Radboud University Nijmegen, The Netherlands)], I look forward to receiving your contribution! Best regards Michela Chiappalone Lead Guest Editor The Scientific World Journal ------------------------------------------------------------------------- Dr Michela Chiappalone, PhD NeuroTech Group Department of Neuroscience and Brain Technologies (NBT) Italian Institute of Technology (IIT) Via Morego 30 16163 Genova (Italy) e-mail : michela.chiappalone(a)iit.it<mailto:michela.chiappalone@iit.it> web-site : www.iit.it<http://www.iit.it/> direct phone : +39 010 71781743_

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