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Research scientist positions at Vicarious
by Dileep George March 7, 2016

March 7, 2016

Vicarious is a research startup with a long term mission to build the first human-level artificial intelligence. We believe that perception, action, reasoning, and language are intimately intertwined and need to be tackled in an integrated framework. Our work is multi-disciplinary and draws upon machine learning, graphical models, neuroscience, cognitive science, and software engineering. Vicarious is one of the few places where you'd hear cortical columns, probabilistic inference, Piagetian learning, stochastic gradient descent, and parallel implementation all discussed in the same meeting. Our strategy involves looking at the whole problem of intelligence while we make progress on different aspects of it. Trying to tackle the whole problem imposes constraints on how the different parts should behave. We have open positions for researchers to work on the following: (1) Visual perception and sensorimotor learning (2) Concept acquisition and reasoning (3) Reinforcement learning and planning (4) Grounded language understanding You will be joining a tight-knit team of scientists and engineers. Using inductive biases drawn from neuroscience, our system requires orders of magnitude less training data than traditional machine learning techniques. Our underlying framework combines advantages of deep architectures and generative probabilistic models. We use modern software engineering practices, and we strive to maintain a codebase and a culture that are a joy to work in. Visit http://www.vicarious.com/about.html for more information about the team. Qualifications/characteristics we are looking for (all are not required, but the more the better): • PhD in CS/EE/Computational Neuroscience or related disciplines. • skilled with graphical models, inference algorithms, deep learning, computer vision, machine learning, optimization • skilled in designing experiments to understand how a complex system works/fails • excellent software engineering skills • curious about how the brain works and interested in exploring how machine learning can benefit from biological constraints • willingness to pursue contrarian ideas Desired personal qualities • Integrity • Ability to admit when wrong • Altruism • Fearlessness working outside your comfort zone • Patience with others • Intellectual breadth • Sense of humor Visit http://careers.vicarious.com to learn more about the open positions and to apply.

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Final Call for Papers: ECCV 2016
by Hamdi Dibeklioglu March 6, 2016

March 6, 2016

Final Call for Papers – European Conference on Computer Vision 2016 Papers in the main technical program must describe high-quality, original research. Topics of interest include all aspects of computer vision and pattern recognition including, but not limited to: • 3D computer vision • Computational photography, sensing and display • Face and gesture • Low-level vision and image processing • Motion and tracking • Optimization methods • Physics-based vision, photometry and shape-from-X • Recognition: detection, categorization, indexing, matching • Segmentation, grouping and shape representation • Statistical methods and learning • Video: events, activities and surveillance • Applications Paper submission deadline: Monday, 14 March 2016 - 11:59 PST. Supplementary materials deadline: Monday, 21 March 2016. Announcement of decisions: Friday, 1 July, 2016. In addition to the main technical program, the conference will include tutorials, workshops, demonstrations, and exhibits. For more information, see http://www.eccv2016.org

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CfP: 2nd Int. Workshop on Machine learning, Optimization & big Data - MOD 2016 - Paper submission deadline: March 31, 2016
by Giuseppe Nicosia March 6, 2016

March 6, 2016

[Apologies if you receive multiple copies of this announcement] [Please kindly help forward it to potentially interested attendees] 2nd International Workshop on Machine learning, Optimization and big Data - MOD 2016 An Interdisciplinary Workshop: Machine Learning, Optimization and Data Science without Borders, Volterra (Pisa) -Tuscany, August 26-29, 2016 http://www.taosciences.it/mod/ modworkshop2016(a)gmail.com CALL FOR PAPERS Paper submission deadline: March 31, 2016 http://www.taosciences.it/mod/call-for-papers/ https://easychair.org/conferences/?conf=mod2016 KEYNOTE SPEAKERS + Nello Cristianini, Bristol University, UK + George Michailidis, University of Florida, USA + Stephen H. Muggleton, Imperial College London, UK + Panos Pardalos, University of Florida, USA Other Keynote Speakers will be announced soon POST-PROCEEDINGS by Lecture Notes in Computer Science - Springer JOURNAL SPECIAL ISSUE Computational Optimization and Applications Journal - Springer INDUSTRIAL PANEL + Adam Gibson, Data Scientist and co-founder at Skymind, San Francisco, USA - TBC + Giovanni Giuffrida, CEO and co-founder at Neodata Group, Italy + Andy Petrella, Data Scientist and co-founder at Data Fellas, Liège, Belgium - TBC + Daniele Quercia, Head of Social Dynamics group at Bell Labs, Cambridge, UK + Fabrizio Silvestri, Principal Research Scientist at Yahoo London, UK SPECIAL SESSIONS + Deep Learning: Theory, Architectures, Algorithms and Applications + Data-driven Algorithmics – Data for informed decisions + Multi-Objective Optimization Algorithms The MOD 2016 workshop will consist of four days of workshop sessions and special sessions. We invite submissions of papers, abstracts and posters on all topics related to Machine learning, Optimization and Big Data including real-world applications for the workshop proceedings. MOD 2016 Types of Submissions When submitting a paper to MOD 2016, authors are required to select one of the following four types of papers: + Long paper: original novel and unpublished work (max. 12 pages in Springer LNCS format); + Short paper: an extended abstract of novel work (max. 4 pages); + Work for oral presentation only (no page restriction; any format). For example, work already published elsewhere, which is relevant and which may solicit fruitful discussion at the workshop; + Work for poster presentation only. The poster format for the presentation is A0 (118.9 cm high and 84.1 cm wide, respectively 46.8 x 33.1 inch). For research work which is relevant and which may solicit fruitful discussion at the workshop. MOD 2016 Post-Proceedings All accepted long papers will be published in a volume of the series 'Lecture Notes in Computer Science' from Springer after the Workshop. Instructions for preparing and submitting the final versions (camera-ready papers) of all accepted papers will be available later on. All the other papers (short papers, abstract of the oral presentations, poster presentations) will be published on the MOD 2016 web site. Journal Special Issue on Computational Optimization and Applications Journal The top 8-10 accepted articles will have the opportunity to publish a revised and expanded version of their conference paper in the Computational Optimization and Applications Journal – Springer. MOD 2016 Submission System All papers must be submitted using EasyChair: https://easychair.org/conferences/?conf=mod2016 The deadline is March 31, 2016 Important Dates for the MOD 2016 Post-Proceedings + Paper Submission Deadline: March 31, 2016 + Decision Notification to Authors: May 1st, 2016 + Camera Ready Submission Deadline: June 1st, 2016 + Deadline for early Registration as Presenting Author: June 1st, 2016 + Late registration: June 2 – August 29, 2016 + On-Site registration: August 26-29, 2016 + MOD 2016 Workshop: August 26-29, 2016 MOD 2016 Program Committee The current MOD 2016 Program Committee includes 300+ confirmed Program Committee members: http://www.taosciences.it/mod/program-committee/ Any questions regarding the submission process can be sent to workshop organizers: modworkshop2016(a)gmail.com We look forward to seeing you in Tuscany! Giovanni Giuffrida, Giuseppe Nicosia & Panos Pardalos - MOD 2016 Chairs. http://www.taosciences.it/mod/ modworkshop2016(a)gmail.com MOD 2015 Edition: http://www.taosciences.it/mod-2015/MOD 2015 MOD 2015 Keynote Speakers: Vipin Kumar, University of Minnesota, USA Panos Pardalos, University of Florida, USA Tomaso Poggio, MIT, USA -- Giuseppe Nicosia, Ph.D. Associate Professor of Computer Engineering Dept of Mathematics & Computer Science University of Catania Viale A. Doria, 6 - 95125 Catania, Italy P +39 095 7383048 nicosia(a)dmi.unict.it http://www.dmi.unict.it/nicosia ================================================================== 3rd International Synthetic & Systems Biology Summer School - SSBSS 2016 * Biology meets Computer Science & Engineering * July 8-14, 2016 - Volterra (Pisa), Tuscany, Italy http://www.taosciences.it/ssbss/ ================================================================== 2nd International Workshop on Machine learning, Optimization & big Data - MOD 2016 August 26-29, 2016 - Volterra (Pisa), Tuscany, Italy http://www.taosciences.it/mod/ ==================================================================

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PhD Studentship ? Interdisciplinary Neuroscience (Deadline March-31)
by mliou March 6, 2016

March 6, 2016

<Apologies for cross-posting> TIGP-Interdisciplinary Neuroscience (INS) ━ Apply Now (Deadline March-31) The Interdisciplinary Neuroscience (INS) graduate program aims to study neuroscience using integrated approaches from chemistry, molecular and cellular biology, physiology, imaging, and computer science. Historically, it has been a great challenge to integrate distinct disciplines in order to discover the causes and to explore efficacious treatments for neurological and psychiatric disorders. Therefore, the Neuroscience Program at Academia Sinica (NPAS) has decided to establish the INS graduate program, in training students at the PhD level to perform neuroscience research with multidisciplinary approaches, by teaming up the School of Life Sciences and the School of Medicine at the National Yang-Ming University (NYMU) in 2013 and the Institute of Clinical Medicine at the National Cheng Kung University (NCKU) in 2014. Note that NPAS is an on-campus research program that promotes interaction and collaboration under the goal of promoting excellence in neuroscience research and education at the international level. Program Features: 1. Neural Development/Degeneration, 2. Molecular/Cellular Neuroscience, 3. Clinical/Translational Neuroscience, 4. Physiology/Systems Neuroscience, 5. Cognitive/Social Neuroscience, 6. Neuroinformatics/Neural Applied Sciences. Application Features: 1. Integrated neuroscience course, 2. Diverse seminar and international symposiums, 3. Well-equipped core facilities and research resources, 4. Satisfactory stipends and travel grant award, 5. Degree requirement. Requirements: 1. Bachelor/Master degree, 2. English requirements: TOEFL, IELTs or GEPT, 3. GRE, M.S. thesis, or research publication, 4. Transcript, 5. Two recommendation letters, 6. Statement of purpose. For more information, please visit our website: <http://npas.programs.sinica.edu.tw/ins/> http://npas.programs.sinica.edu.tw/ins/ Vira Yang TIGP Interdisciplinary Neuroscience Program 128 Academia Road, Section 2 NanKang, Taipei 115, Taiwan, R.O.C. Tel: +886-2-27873282 Email: tigpins at gate.sinica.edu.tw

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PhD positions in computational neuroscience
by Mark van Rossum March 5, 2016

March 5, 2016

3 YEAR PhD IN COMPUTATIONAL NEUROSCIENCE, UNIVERSITY OF EDINBURGH. We invite applications for our PhD programme in COMPUTATIONAL NEUROSCIENCE at the University of Edinburgh. Applicants need to have UK citizenship, or have been in the UK for the last 3 years. The studentships are ideal for students who want to apply their computational and analytical skills to problems in neuroscience and related fields. The following supervisor have openings: Peggy Seriès: Bayesian approaches to cognition and perception; computational psychiatry. Mark van Rossum: Synaptic plasticity; coding in the visual system; noise in the nervous system. Matthias Hennig: Models of neural networks; homeostasis and development; visual and auditory neuroscience; analysis of large-scale electrophysiological recordings The PhD project can be done in collaboration with one of the many affiliated departments and institutes. Edinburgh has been voted as 'best place to live in Britain', and has many exciting cultural and student activities. Students with a strong background in either computer science, mathematics, physics or engineering are particularly welcome to apply. Motivated students with other backgrounds will also be considered. Application procedure: For more info see http://www.anc.ed.ac.uk/neuroscience and contact one of the supervisors listed above. Next, apply at http://www.ed.ac.uk/studying/postgraduate/degrees/index.php?r=site/view&id=… -- Mark van Rossum, Reader, School of Informatics, U Edinburgh Forum Rm 2.52, 44-131-6511211 The University of Edinburgh is a charitable body, registered in Scotland, with registration number SC005336.

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Brain Connectivity Workshop 2016 - REGISTRATION NOW OPEN
by Demian Battaglia March 5, 2016

March 5, 2016

Brain Connectivity Workshop 2016, Marseille (France) Registration is open now! (reduced rates until March 30th) When: 22nd to 24th June, 2016 Link to official website: http://bcw2016.org We are happy to announce the 15th edition of the Brain Connectivity Workshop (BCW) to take place in Marseille from the 22nd to the 24th of June 2016. The Brain Connectivity Workshop (BCW) is a well-established workshop series, which has been held annually in Europe, USA, Australia and Asia for the last 14 years. BCW is an official satellite of the annual meeting of OHBM, which is held in Geneva, Switzerland in 2016. BCW attracts every year a public of 100-200 participants working in cognitive, computational and clinical neurosciences. The discussions are centered on all themes around brain connectivity including structural and functional imaging, modeling, brain function and clinics. BCW is highly influential in the field due to the traditionally high quality of speakers and a long track record of innovation. For instance, both, the Connectome and The Virtual Brain have been born within the BCW community. The typical BCW format —a first educational day of lectures held by international authorities in their fields, followed by two days of shorter talks with ample time for discussion provides a unique forum for creativity, controversy and brainstorming. BCW 2016, introduced by a first day of tutorials by experts in their field, will feature focused sessions on themes such as perturbing the brain, mapping the brain, and brain dynamics in function (cognition) and dysfunction (epilepsy). NB: Please note that European Cup of Football will be held in France during this period and hotels are going to be booked fast! Confirmed educational lecturers (day 1) and workshop speakers (days 2-3) include: Fabrice Bartolomei (Aix-Marseille University, Marseille, France) Michael Breakspear (QIMR, Brisbane, Australia) Vince Calhoun (University Of New Mexico, Albuquerque, NM) Karl Friston (UCL, London, UK) Jorge Gonzalez-Martinez (Cleveland Clinic, Cleveland, OH) Marc Goodfellow (University of Exeter, Exeter, UK) Charles Gray (Montana State University, Bozeman, MT) Claudius Gros (Goethe University, Frankfurt am Main, Germany) Martin Hoffman-Apitius (Fraunhofer Institute SCAI, St Augustin, Germany) Esther Krook-Magnuson (University of Minnesota, Minneapolis, MN) Pierre Luppi (Lyon Neuroscience Research Center, Lyon, France) Randy McIntosh (Baycrest Research Center, Toronto, ON) Lionel Naccache (ICM, Paris, France) Ivan Soltesz (UC Irvine, CA) Olaf Sporns (Indiana University, Bloomington, IN) William Stacey (University of Michigan, Ann Arbor, MI) Gregor Thut (University of Glasgow, Glasgow, UK) Stephan Van Gils (University of Twente, Ae Enschede, The Netherlands) Michael Wibral (Goethe University, Frankfurt am Main, Germany) A special evening lecture will be delivered by Patrick Chauvel (Aix-Marseille University, Marseille, France). A detailed program is coming soon. Organizing committee Viktor Jirsa, Chair (INS, Aix-Marseille University, UMR 1106 INSERM) Demian Battaglia, Christian Bénar, Mireille Bonnard, Monique Esclapez (INS, Aix-Marseille University) Andrea Brovelli (INT, Aix-Marseille University), Maxime Guye (CRMBM, Aix-Marseille University, UMR 7339 CNRS & APHM) Ingo Bojak (University of Reading, UK). An event sponsored by: University Aix-Marseille, Ville de Marseille, Brain Products, Bionics, Springer EPJ Nonlinear Biomedical Physics Journal, Codebox, Institute of System Neuroscience Inserm, Institute of Neuroscience Timone, Center for Magnetic Resonance in Biology and Medicine, Mediterranean Society of Neuroscience (IBRO member)

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Due March 7: MBL Methods in Computational Neuroscience Course Applications
by Mark Steven Goldman March 5, 2016

March 5, 2016

Applications are open for the Methods in Computational Neuroscience course at the Marine Biology Laboratory in Woods Hole, MA. The course will run from July 27 to August 24, 2016, and the online application form can be found at: https://ws2.mbl.edu/studentapp/studentapp.asp?courseid=MCN The course application deadline is *March 7*. The course covers a range of topics in computational neuroscience including neuronal biophysics, neural coding & information processing, circuit dynamics, learning & memory, motor control, and cognitive processing & disease. In addition, numerous tutorials and problem sets will cover a broad range of computational and mathematical modeling methods. The course strongly emphasizes the collaboration between theory and experiment in solving neuroscience problems, and lectures will be given by a mixture of theorists and experimentalists. The Final weeks of the course are primarily reserved for work on projects that students design in collaboration with the resident faculty. Further information can be found on the MCN website: http://www.mbl.edu/mcn/ 2016 Course Directors: Michale Fee, MIT Mark Goldman, UC Davis 2016 Confirmed Faculty: Larry Abbott, Columbia University Steve Baccus, Stanford University Carlos Brody, Princeton University Emery Brown, MIT Dmitri Chklovskii, Simons Foundation Peter Dayan, University College London Sophie Deneve, Ecole Normale Superieure Uri Eden, Boston University Bard Ermentrout, University of Pittsburgh Adrienne Fairhall, University of Washington Ila Fiete, UT Austin Loren Frank, UCSF Jack Gallant, UC Berkeley Surya Ganguli, Stanford University Maria Geffen, University of Pennsylvania John Huguenard, Stanford University Nancy Kopell, Boston University Eve Marder, Brandeis University Bartlett Mel, University of Southern California Ken Miller, Columbia University Terry Sejnowski, Salk Institute Sara Solla, Northwestern University Haim Sompolinsky, Hebrew University Michael Stryker, UCSF Josh Tenenbaum, MIT Daniel Wolpert, Cambridge University

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Postdoctoral postions in sensory neuroscience
by Rinberg, Dmitry March 4, 2016

March 4, 2016

A postdoctoral positions are available in the Rinberg lab (www.rinberglab.com) at the NYU Neuroscience Institute, to study olfactory information processing in an awake behaving animal. The lab is using electrophysiology, imaging, optogenetics, and psychophysics to understand how features of olfactory stimuli are represented in neuronal activity of an awake mouse, and how these features are read by higher brain areas. Postdoctoral researchers will engage in both experimental and computational studies of multineuronal coding in awake, behaving mice. These include, but are not limited to, measurement and analysis of electrophysiological and imaging signals from olfactory bulb and olfactory cortices of the mouse, olfactory psychophysical experiments, and developing new methods for multiunit recordings and stimulations in behaving mice. Candidates with physics and computational backgrounds are very welcome to apply. Interested applicants should send a cover letter, CV, and arrange for reference letters to be e-mailed to Dima Rinberg (rinberg(a)nyu.edu) ------------------------------------------------------------ This email message, including any attachments, is for the sole use of the intended recipient(s) and may contain information that is proprietary, confidential, and exempt from disclosure under applicable law. Any unauthorized review, use, disclosure, or distribution is prohibited. If you have received this email in error please notify the sender by return email and delete the original message. Please note, the recipient should check this email and any attachments for the presence of viruses. The organization accepts no liability for any damage caused by any virus transmitted by this email. =================================

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Postdoctoral position in computational neuroscience
by Maxim Bazhenov March 4, 2016

March 4, 2016

Applications are invited for post-doctoral research position in the laboratories of Drs. Nikolai Rulkov and Maxim Bazhenov at the University of California, San Diego to develop novel computational models of large-scale brain dynamics. This project involves close collaboration with experimental and theoretical groups. The ultimate goal of this research is understanding how the large-scale brain dynamics arises from individual dynamics of spiking neurons and synaptic interactions. The successful candidate will be responsible for the design of new classes of thalamic, cortical and hippocampal neuron models based on the discrete time (difference) equations. These models will be used to model brain network dynamics during sleep and wakefulness, as well as guide data analysis and produce novel experimental predictions. Qualified applicants are expected to have experience in dynamical systems, conductance-based neuronal modeling and theory of digital signal processing. Programming experience with C/C++ is required. Knowledge of PYTHON or MATLAB is a plus. The University of California offers excellent benefits. Salary is based on research experience. The initial appointment is for 1 year with a possibility of extension. Applicants should send a brief statement of research interests, a CV and the names of three references to Maxim Bazhenov (bazhenov(a)salk.edu) and Nikolai Rulkov (nrulkov(a)ucsd.edu)

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Postdoc in Warsaw - kernel-based method of electrophysiological source imaging
by Daniel Wójcik March 4, 2016

March 4, 2016

https://neuroinflab.wordpress.com/jobs/ POSTDOCTORAL POSITION IN COMPUTATIONAL NEUROSCIENCE: kESI – kernel-based method of electrophysiological source imaging The Neuroinformatics Laboratory (https://neuroinflab.wordpress.com/) at the Nencki Institute of Experimental Biology of the Polish Academy of Sciences (NENCKI, www.nencki.gov.pl) headed by Prof. Daniel Wójcik (http://www.neuroinf.pl/Members/danek) invites applications for a postdoctoral position (36 months starting between March 2016 and October 2016) that will be available as part of a nationally funded project (NCN OPUS). The goal of the project is to develop and implement a new technique of source localization of specific events in neural activity, such as a seizure, from multimodal imaging data, including ECoG (strip and grid electrodes), depth electrophysiological recordings, and MRI data from humans. The method will be validated with ground truth model data and tested on clinical data obtained from epilepsy patients. The fellow will build on already existing tools and techniques developed in the lab, see especially Potworowski et al. 2012 and Ness et al. 2015. Requirements: - PhD, preferred in physics/biophysics, mathematics, computer science, electrical engineering, computational neuroscience or related fields - Strong interest in brain research - Preference for people with experience in one or more of: numerical solutions of PDEs, electrodynamics, computational neuroscience, brain imaging - Advanced programming experience, Python preferred - Exceptional motivation for scientific research (demonstrated in former education record, additional courses completed, list of publications and conferences attended, previous scientific experience, references of the candidate’s thesis advisor, letter-of-intent) - Proficiency in English Application The application should contain the following documents/information: - CV including the list of publications, scholarships and awards, list of computational projects in which the candidate participated (preferably with links to the project website/publication or the candidate’s GitHub account). - Copy of PhD diploma - The applicant should arrange for two letters of recommendation to be sent directly to Prof. Wojcik and should provide contact information (email, phone) for the two referees in the cover letter. Application deadline: We are accepting applications until the position is filled Short-listed candidates with the highest score will be selected for personal or online interviews. Start date: between March 2016 and October 2016 The salary is around 5900 PLN / month (around 4200 PLN after taxes and deductions). To apply or ask for further information send email to d.wojcik(a)nencki.gov.pl -- Prof. Daniel K. Wojcik Laboratory of Neuroinformatics, Head PhD Studies, Head Nencki Institute of Experimental Biology 3 Pasteur St, 02-093 Warsaw, Poland tel: (+48 22) 5892348 fax: (+48 22) 8225342 skype: danek8317 http://dwojcik.pl/ http://neuroinflab.wordpress.com/ http://orcid.org/0000-0003-0812-9872

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