- Comp-neuro - lists.cnsorg.org

Research Associate in Data Science - Dementia
by Wong-Lin, Kongfatt June 18, 2018

June 18, 2018

A new Research Associate post in Data Science is available at Ulster University, UK. The post will be available from 1st August 2018 to 31st January 2019. The successful applicant will join an existing interdisciplinary research team that consists of computer scientists, biomedical scientists and clinicians, and will focus on predictive analytics and modelling of dementia data. For more info, please see: https://atsv7.wcn.co.uk/search_engine/jobs.cgi?SID=amNvZGU9MTczNDIyNyZ2dF90… or contact me. The closing date for the application is 27th June 2018. Best, KongFatt Wong-Lin ----------- E-mail: k.wong-lin(a)ulster.ac.uk https://www.ulster.ac.uk/staff/k-wong-lin This email and any attachments are confidential and intended solely for the use of the addressee and may contain information which is covered by legal, professional or other privilege. If you have received this email in error please notify the system manager at postmaster(a)ulster.ac.uk and delete this email immediately. Any views or opinions expressed are solely those of the author and do not necessarily represent those of Ulster University. The University's computer systems may be monitored and communications carried out on them may be recorded to secure the effective operation of the system and for other lawful purposes. Ulster University does not guarantee that this email or any attachments are free from viruses or 100% secure. Unless expressly stated in the body of a separate attachment, the text of email is not intended to form a binding contract. Correspondence to and from the University may be subject to requests for disclosure by 3rd parties under relevant legislation. The Ulster University was founded by Royal Charter in 1984 and is registered with company number RC000726 and VAT registered number GB672390524.The primary contact address for Ulster University in Northern Ireland is Cromore Road, Coleraine, Co. Londonderry BT52 1SA

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Postdoctoral Position: Wireless optogenetics and electrophysiology in rats.
by Fellous, Jean-Marc - (fellous) June 17, 2018

June 17, 2018

Dear List Members The Computational and Experimental Neuroscience Laboratory is looking to a postdoctoral fellow to work on understanding the computational roles of the multiple levels of the rat hippocampal longitudinal axis. The work will involve state-of-the-art wireless optogenetic manipulations and high-density tetrode recordings in the behaving animal. While some background in experimental neuroscience using these techniques is preferred, the position may be suitable for a motivated computational neuroscientist wanting to learn experimental neuroscience techniques. The project is multi-disciplinary and will involve collaborations with other researchers in the US and abroad, therefore good communication skills are required. Applicant should send a cover letter (email is ok), a CV and the names/contact information of at least two references to Dr. Jean-Marc Fellous (fellous at email.arizona.edu) The search is ongoing and is projected to be completed by October 1st, 2018. Applications will be processed as they are received. More information about the laboratory can be found at: http://amygdala.psychdept.arizona.edu/lab.html The CENL and the University of Arizona are committed to maintaining a diverse and inclusive work environment and women and minorities are encouraged to apply. The University of Arizona is an equal opportunity, affirmative action employer. Jean-Marc

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Postdoctoral and doctoral studies in the neuroscience of spatial motion estimation and motor planning
by Andrea Green June 15, 2018

June 15, 2018

POSTDOCTORAL AND DOCTORAL STUDIES IN THE NEUROSCIENCE OF SPATIAL MOTION ESTIMATION AND MOTOR PLANNING Departement de neurosciences, Universite de Montreal Applications are invited for postdoctoral and doctoral studies in systems neuroscience in the laboratory of Dr. Andrea Green. Successful applicants will join a multidisciplinary research group studying how the brain integrates multisensory cues to create estimates of our spatial motion and how such estimates are used in motor planning and control. Research in our group involves computational models of the nervous system, behavioral and neural recording experiments in non-human primates as well as human behavioral studies. Successful applicants will investigate the computation of spatial motion estimates and/or their contribution to voluntary reaching through neural recordings within brainstem-cerebellar circuits or motor cortical regions of non-human primates. All students with a strong background in biological sciences, engineering, mathematics, computer science, physics or psychology and an interest in system-level study of the brain are encouraged to apply. However, prior experience in neurophysiology and/or computational modeling of neural systems is highly desirable. Depending on the applicant's qualifications and interests, they will help to design and conduct behavioral and neurophysiological experiments, analyze data, develop theoretical models of neural systems, prepare manuscripts for publication, and participate in international conferences. For further information, please contact Dr. Andrea Green (andrea.green(a)umontreal.ca) Applicants are asked to send a curriculum vita, copies of academic transcripts, a statement of research interests and the names and contact information for two references, to: Dr. Andrea Green Departement de neurosciences, Universite de Montréal C.P. 6128 Succursale Centre-ville Montreal, QC H3C 3J7, CANADA Tel: 514-343-6111 x3301 Email: andrea.green(a)umontreal.ca Applications will be accepted until the positions are filled.

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Tenure-track position at Tufts University
by John Rinzel June 15, 2018

June 15, 2018

Dear computational neuroscience list, The Department of Psychology at Tufts University is seeking applicants at the assistant professor level for a tenure-track position in computational clinical neuroscience to begin September 1, 2019. Further information is here: https://apply.interfolio.com/51438 Inquiries should be emailed to Department Manager Jessica Storozuk ( Jessica.Storozuk(a)tufts.edu) Regards, Ani Patel Aniruddh D. Patel Professor, Dept. of Psychology, Tufts University Senior Fellow, Canadian Institute for Advanced Research (CIFAR) Azrieli Program in Brain, Mind, & Consciousness http://ase.tufts.edu/psychology/people/patel/

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[CFP] IROS-2018 Workshop: Towards Intelligent Social Robots: From Naive Robots to Robot Sapiens
by Amir Aly June 15, 2018

June 15, 2018

CALL FOR PAPERS **Apologies for cross posting ** We are pleased to call for papers for the IROS-2018 workshop: "*Towards Intelligent Social Robots: From Naive Robots to Robot Sapiens*" In conjunction with the *IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)** - Madrid - Spain - October * *5th, 2018* *Webpage: **http://intelligent-social-robots-ws.com/* <http://intelligent-social-robots-ws.com/> *I. Aim and Scope *Robots that cook creatively, clean up our rooms dutifully, entertain our guests wittily and keep us company loyally. Robots that assist human users in their daily chores and provide support in times of need. Researchers around the world have envisioned such robot companions for a long time. Thanks to numerous innovations in sensor technology and software development, robots are now increasingly able to plan complex tasks in unknown environments, learn from experience and adapt to changes in the environment. The greatest challenges in robotics now lie in the development of robot skills and high-level AI-based functionalities that enable robots to work effectively in close collaboration with humans. Aside from the numerous technical challenges, which must be overcome before this vision can become a reality, multi-disciplinary research efforts are also invested into the social engineering of robots. In order to engineer “smart” robots that we accept, trust and welcome into our homes, it is paramount that we identify and investigate the factors that affect social interactions between humans and robots. For this purpose, computer scientists, AI researchers, engineers and psychologists tackle important questions that will determine whether robots will be perceived as helpful and reliable companions or as irritating nuisances. How should robots look, behave and communicate with us? What are our expectations of robot behavior in a social context? How can robots learn using the capabilities of their environments to achieve tasks and to address the needs of their human co-inhabitants? What kind of robot intelligence is required for what kind of tasks? In this workshop, participants will discuss with seasoned experts and young researchers what defines social and artificial intelligence for “smart” robots and how modern technological advances can equip robots with such intelligence. As such, this workshop aims to shed light on the intersection between cognitive science, artificial intelligence, and robotics research both from the theoretical and technical perspectives. Recent advances and possible avenues for future research in the field of “smart” robotics are principal topics of discussion during the workshop. ** *This workshop is endorsed by the IEEE Technical Committees*: *Human-Robot Interaction and Coordination, Cognitive Robotics, and Robot Learning*. *II. Keynote Speakers * 1. * Angelo Cangelosi *– University of Manchester/Plymouth – UK 2. *Yiannis Aloimonos *– University of Maryland – USA 3. * Selma Sabanovic *– Indiana University – USA 4. *Michael Beetz* – University of Bremen – Germany 5. *Matthias Scheutz *– Tufts University – USA *III. Submission * 1. For paper submission, use the following EasyChair web link: *Paper Submission <https://easychair.org/account/signin.cgi?key=72898427.c11B4hAVw0ZMhuaQ>* . 2. Use the IEEE style (two-column format – US letter): *IEEE Templates <https://www.ieee.org/conferences/publishing/templates.html>*. 3. Submitted papers should be limited to 2-6 pages maximum. The primary list of topics covers the following points (but not limited to): - Multimodal human robot interaction - Cognitive modeling of human behavior - Cognitive architectures and strategies for intelligent interaction with the environment - AI and machine learning approaches applied to human-robot-environment interaction - Cloud robotics and ubiquitous computing - Ambient assisted living - Human intention recognition and prediction - Robot acceptance - Social engineering - Language learning, embodiment, and social intelligence - Computational modeling for high-level human cognitive functions - Predictive learning from sensorimotor information - Multimodal interaction and concept formulation - Language and action development - Learning, reasoning, and adaptation in collaborative human-robot tasks - Affordance learning - Learning by demonstration and imitation - Language and grammar induction in robots * IV. Important Dates * 1. Paper submission: *20-August-2018 * 2. Notification of acceptance: *30-August-2018* 3. Camera-ready version:* 7-September-2018 * 4. Workshop: *5-October-2018* *V. Organizers * 1. *Amir Aly *– Ritsumeikan University – Japan 2. *Sascha Griffiths *– Hamburg University – Germany 3. * Verena Nitsch *– Bundeswehr University – Germany 4. *Katerina Pastra* – Cognitive Systems Research Institute – Greece 5. *Tadahiro Taniguchi* – Ritsumeikan University – Japan -------------------- *Amir Aly, Ph.D.* Senior Researcher Emergent Systems Laboratory College of Information Science and Engineering Ritsumeikan University 1-1-1 Noji Higashi, Kusatsu, Shiga 525-8577 Japan

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Call for Applications: Symposium and Summer School on the Logistics of Neuronal Function
by Jochen Triesch June 14, 2018

June 14, 2018

We invite applications from PhD students and post-docs to participate in a two-week summer course on the Logistics of Neuronal Function in Frankfurt am Main, Germany, from August 28 to September 7. Neurons face a variety of logistics challenges. They need to organize the production, transport, storage, and recycling of various molecules such as neurotransmitters, mRNA, and proteins to fill their extensive dendritic and axonal arbors. For example, most proteins have turnover rates of several days, which implies that neurons must organize the production and transport of vast numbers of proteins to maintain their structure and function. Due to their large size compared to other cells of the body, these problems are particularly severe for neurons. It is likely that evolution has driven neurons to find robust and efficient solutions to these challenges. So how do they organize production, transport, delivery, storage, and recycling processes and how are logistic failures related to nervous system disorders? This first workshop and summer school on the logistics of neuronal function bring together leading experimentalists, theoreticians, and method developers to exchange ideas on these fundamental questions. Organizers: Jochen Triesch, Frankfurt Institute for Advanced Studies Erin Schuman, MPI Brain Research, Frankfurt Tatjana Tchumatchenko, MPI Brain Research, Frankfurt Christian Tetzlaff, Georg-August University, Göttingen Confirmed Speakers of the Giersch International Symposium (August 28 - September 1): Maarten Altelaar, Utrecht, Netherlands Peter W. Baas, Drexel U., USA Upinder S. Bhalla, TIFR, India Long Cai, Caltech, USA Daniel Choquet, Bordeaux, France Guillame Drion, Liege, Belgium Seth Grant, University of Edinburgh, Scotland Kristian Franze, U. of Cambridge, UK Lukas Kapitein, Utrecht, Netherlands Ken Kosik, UC Santa Barbara, USA Timothy O’Leary, Cambridge University, UK William W. Lytton, SUNY Downstate, USA Jeremy Niven, U. of Sussex, UK Marianne Renner, Institut du Fer a Moulin, France Erik De Schutter, OIST, Japan Antoine Triller, École Normale Superièure, France Noam Ziv, Technion, Israel Confirmed Giersch Summer School Lecturers (September 3 - 7): Eric Hosy, U Bordeaux, France Timothy O’Leary, Cambridge University, UK William W. Lytton, SUNY Downstate, USA Marianne Renner, Institut du Fer a Moulin, France Christian Tetzlaff, U. Göttingen, Germany Jochen Triesch, FIAS, Germany Special Public Talk by: Nobel Laureate Edvard Moser The third "Giersch International Symposium", will take place at the Frankfurt Institute for Advanced Studies. The conference series, funded by STIFTUNG GIERSCH gives young scientists the opportunity to learn from well known, exceptional researchers and to expand their networks. Accommodation and meals are provided free of charge. To apply visit: https://indico.fias.uni-frankfurt.de/event/11/overview and see the instructions there. Required materials include: CV, letter of recommendation from supervisor, poster abstract, and short text specifying the reason for participation. Application Deadline: June 30 Contact: gis2018(a)fias.uni-frankfurt.de -- Prof. Dr. Jochen Triesch Johanna Quandt Research Professor Frankfurt Institute for Advanced Studies http://fias.uni-frankfurt.de/~triesch/ Tel: +49 (0)69 798-47531 Fax: +49 (0)69 798-47611

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Bernstein Conference 2018 in Berlin: Registration is open
by Alexandra Stein June 14, 2018

June 14, 2018

BERNSTEIN CONFERENCE 2018 in Berlin Registration is open! Please register here: www.bernstein-network.de/en/bernstein-conference/2018/registration<http://www.bernstein-network.de/en/bernstein-conference/2018/registration> Early registration deadline: July 19, 2018 ABSTRACT SUBMISSION: For the details on abstract submission please visit: www.bernstein-network.de/de/bernstein-conference/2018/abstracts<http://www.bernstein-network.de/de/bernstein-conference/2018/abstracts> Deadline for abstracts aimed as contributed talks and posters: June 21, 2018 Deadline for abstracts aimed as posters only: July 17, 2018 **************************************************************************** Satellite Workshops: www.bernstein-network.de/en/bernstein-conference/2018/satellite-workshops<http://www.bernstein-network.de/en/bernstein-conference/2018/satellite-work…> Main Conference: www.bernstein-network.de/en/bernstein-conference/2018<http://www.bernstein-network.de/en/bernstein-conference/2018> PhD Symposium: www.bernstein-network.de/en/bernstein-conference/2018/phd-symposium<http://www.bernstein-network.de/en/bernstein-conference/2018/phd-symposium> **************************************************************************** The Bernstein Conference is the largest annual Computational Neuroscience Conference in Europe and now regularly attracts around 500 international participants. This year, the Conference will take place in Berlin from September 26-28, 2018. In addition, there will be a series of pre-conference satellite workshops on September 25-26, 2018. The Bernstein Conference is a single-track conference, covering all aspects of Computational Neuroscience and Neurotechnology. Sessions for poster presentations are an integral part of the conference. The goal of the satellite workshops is to provide an informal forum for the discussion of timely research questions and challenges. For more information on the conference, please visit: www.bernstein-conference.de<http://www.bernstein-conference.de> CONFERENCE DATE AND VENUE: Satellite Workshops: September 25-26, 2018 Venue: Technische Universität Berlin (TU Berlin), Marchstrasse 23, 10587 Berlin (10 min. walk to Bernstein Main Conference venue) Main Conference: September 26-28, 2018 Venue: Technische Universität Berlin (TU Berlin) Main Building, Strasse des 17. Juni 135, 10623 Berlin PhD Symposium: September 28-29, 2018 Venue: Bernstein Center for Computational Neuroscience Berlin, Philippstraße 13, Haus 6, 10115 Berlin NEW THIS YEAR: Postdoc Meeting: September 25, start 7:00 pm Venue: Technische Universität Berlin (TU Berlin), Marchstrasse 23, 10587 Berlin (in the same building as the Satellite Workshops) This event is an informal get-together for post-docs. It is an opportunity to get to know each other, foster collaborations, exchange experiences and ideas. No preparation required, but if you have an idea or a particular topic you want to discuss with your peers, bring it along. Drinks and snacks will be provided. PhD Social Event: September 25, start 8:00 pm Venue: depends on the number of participants Warm-up for PhD Symposium ACCOMMODATION AND HOTEL RESERVATION: We strongly recommend early room booking! The number of available accommodation is limited! We arranged for room contingents in a variety of hotels that you may book by yourself by email or phone. Please follow the instructions at our Accommodations Website (www.bernstein-network.de/en/bernstein-conference/2018/hotels<http://www.bernstein-network.de/en/bernstein-conference/2018/hotels>). We would like to emphasize that these room contingents will be held open up to different expiration dates depending on the hotel (or until they are filled). We are looking forward to welcoming you in Berlin! Conference Chair: Andreas Herz Conference Host: Henning Sprekeler Program Chair: Gilles Laurent Program Vice Chair: Susanne Schreiber Workshop Chair: Jakob Macke Workshop Vice Chair: Tatjana Tchumatchenko Technical Organization: Bernstein Coordination Site (BCOS): Alexandra Stein, Kerstin Schwarzwaelder BERNSTEIN CONFERENCE 2018 in Berlin Registration is open! Please register here: www.bernstein-network.de/en/bernstein-conference/2018/registration<http://www.bernstein-network.de/en/bernstein-conference/2018/registration> Early registration deadline: July 19, 2018 ABSTRACT SUBMISSION: For the details on abstract submission please visit: www.bernstein-network.de/de/bernstein-conference/2018/abstracts<http://www.bernstein-network.de/de/bernstein-conference/2018/abstracts> Deadline for abstracts aimed as contributed talks and posters: June 21, 2018 Deadline for abstracts aimed as posters only: July 17, 2018 **************************************************************************** Satellite Workshops: www.bernstein-network.de/en/bernstein-conference/2018/satellite-workshops<http://www.bernstein-network.de/en/bernstein-conference/2018/satellite-work…> Main Conference: www.bernstein-network.de/en/bernstein-conference/2018<http://www.bernstein-network.de/en/bernstein-conference/2018> PhD Symposium: www.bernstein-network.de/en/bernstein-conference/2018/phd-symposium<http://www.bernstein-network.de/en/bernstein-conference/2018/phd-symposium> **************************************************************************** The Bernstein Conference is the largest annual Computational Neuroscience Conference in Europe and now regularly attracts around 500 international participants. This year, the Conference will take place in Berlin from September 26-28, 2018. In addition, there will be a series of pre-conference satellite workshops on September 25-26, 2018. The Bernstein Conference is a single-track conference, covering all aspects of Computational Neuroscience and Neurotechnology. Sessions for poster presentations are an integral part of the conference. The goal of the satellite workshops is to provide an informal forum for the discussion of timely research questions and challenges. For more information on the conference, please visit: www.bernstein-conference.de<http://www.bernstein-conference.de> CONFERENCE DATE AND VENUE: Satellite Workshops: September 25-26, 2018 Venue: Technische Universität Berlin (TU Berlin), Marchstrasse 23, 10587 Berlin (10 min. walk to Bernstein Main Conference venue) Main Conference: September 26-28, 2018 Venue: Technische Universität Berlin (TU Berlin) Main Building, Strasse des 17. Juni 135, 10623 Berlin PhD Symposium: September 28-29, 2018 Venue: Bernstein Center for Computational Neuroscience Berlin, Philippstraße 13, Haus 6, 10115 Berlin NEW THIS YEAR: Postdoc Meeting: September 25, start 7:00 pm Venue: Technische Universität Berlin (TU Berlin), Marchstrasse 23, 10587 Berlin (in the same building as the Satellite Workshops) This event is an informal get-together for post-docs. It is an opportunity to get to know each other, foster collaborations, exchange experiences and ideas. No preparation required, but if you have an idea or a particular topic you want to discuss with your peers, bring it along. Drinks and snacks will be provided. PhD Social Event: September 25, start 8:00 pm Venue: depends on the number of participants Warm-up for PhD Symposium ACCOMMODATION AND HOTEL RESERVATION: We strongly recommend early room booking! The number of available accommodation is limited! We arranged for room contingents in a variety of hotels that you may book by yourself by email or phone. Please follow the instructions at our Accommodations Website (www.bernstein-network.de/en/bernstein-conference/2018/hotels<http://www.bernstein-network.de/en/bernstein-conference/2018/hotels>). We would like to emphasize that these room contingents will be held open up to different expiration dates depending on the hotel (or until they are filled). We are looking forward to welcoming you in Berlin! Conference Chair: Andreas Herz Conference Host: Henning Sprekeler Program Chair: Gilles Laurent Program Vice Chair: Susanne Schreiber Workshop Chair: Jakob Macke Workshop Vice Chair: Tatjana Tchumatchenko Technical Organization: Bernstein Coordination Site (BCOS): Alexandra Stein, Kerstin Schwarzwaelder -- Dr. Alexandra Stein Head of Bernstein Coordination Site Bernstein Network Computational Neuroscience | Bernstein Coordination Site (BCOS) Branch Office of the Forschungszentrum Jülich at the University of Freiburg Hansastr. 9A | 79104 Freiburg, Germany phone: (+49) 0761 203 9583 mobile: (+49) 0151 67114645 mail: a.stein(a)fz-juelich.de<mailto:a.stein@fz-juelich.de> web: www.bernstein-network.de<http://www.bernstein-network.de> Twitter: NNCN_Germany YouTube: Bernstein TV Facebook: Bernstein Network Computational Neuroscience, Germany LinkedIn: Bernstein Network Computational Neuroscience, Germany ------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------ Forschungszentrum Juelich GmbH 52425 Juelich Sitz der Gesellschaft: Juelich Eingetragen im Handelsregister des Amtsgerichts Dueren Nr. HR B 3498 Vorsitzender des Aufsichtsrats: MinDir Dr. Karl Eugen Huthmacher Geschaeftsfuehrung: Prof. Dr.-Ing. Wolfgang Marquardt (Vorsitzender), Karsten Beneke (stellv. Vorsitzender), Prof. Dr.-Ing. Harald Bolt, Prof. Dr. Sebastian M. Schmidt ------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------

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Postdoc in systems or computational neuroscience at Brandeis (Boston Area), ,
by Paul Miller June 13, 2018

June 13, 2018

Postdoc in systems or computational neuroscience at Brandeis (Boston Area) The Miller and Katz labs are looking for a postdoctoral researcher with expertise in two or more of the following areas: electrophysiology, optogenetics, animal behavior, data analysis, and/or computational modeling. The postdoc will work on a collaborative project, which is funded by the BRAIN initiative. The project’s goal is to uncover the dynamics and neural circuitry underlying the ongoing consumption decisions that occur when an animal is choosing between different tastes or olfactory stimuli. The ideal candidate will be highly motivated, bring relevant skills based on past experience, be willing and able to develop new project-related skills, and be good at communicating with others in both experimental and computational labs. Any interested candidate should contact Paul Miller at pmiller(a)brandeis.edu <mailto:pmiller@brandeis.edu>, indicating areas of expertise and which areas of the project (in particular experiment versus modeling) are of greatest interest. A C.V. and the names and contact details of three faculty willing to provide recommendations should accompany the application. The position is available as of now and is open until a suitably qualified candidate is appointed. The appointee will work in either the Katz Lab or Miller Lab at Brandeis University in Waltham MA (in the Greater Boston Metro area), a liberal arts college with a very strong research community, particularly in the life sciences. Salary will be on the NIH scale (experience-dependent, starting at $48 432). Brandeis University has a strong institutional commitment to the achievement of excellence and diversity.Women and underrepresented minority candidates are encouraged to apply.Brandeis University is an affirmative action/equal opportunity employer.All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age or protected veteran status.

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3rd International MOBI Conference
by Daniel Ferris June 13, 2018

June 13, 2018

11 - 14 JULY, 2018 3RD INTERNATIONAL MOBILE BRAIN/BODY IMAGING CONFERENCE http://mobi2018.bpn.tu-berlin.de/ Berlin, Germany ______ Speakers Diane Damiano Chief of Functional & Applied Biomechanics NIH Arthur Kramer Professor of Psychology & Engineering, Northeastern University Scott Makeig Director Swartz Center for Computational Neuroscience Klaus Gramann Chair Biological Psychology and Neuroergonomics, Technical University Berlin Dan Ferris Robert W. Adenbaum Professor of Engineering Innovation, University of Florida Juliet King Director Art Therapy, Indiana University School of Medicine Stefan Debener Chair of Neuropsychology, University of Oldenburg John Foxe Killian J. and Caroline F. Schmitt Chair in Neuroscience, University of Rochester Medical center Helen J. Huang Professor, University of Central Florida Jose Luis Contreras-Vidal Hugh Roy and Lillie Cranz Cullen Distinguished Professor, University of Houston Thorsten Zander CEO, Zander Laboratories B.V., Amsterdam, The Netehrlands Peter Koenig Chair Neurobiopsychology, University of Osnabrueck Girija Kaimal Professor Creative Arts Therapies, Drexel University Tzyy-Ping Jung Co-Director Center for Advanced Neurological Engineering, UCSD Hirokazu Tanaka Professor School of Information Science, Japan Advanced Institute of Science and Technology Paola Pinti Research Associate Dept. of Medical Physics and Biomedical Engineering, University College London Edmund Wascher Chair of Ergonomics, Leibnitz Research Center for Working Environments and Human Factors Janna Protzak Postdoctoral Researcher, Technische Universitaet Berlin Tim Mullen CEO Qusp Hasan Ayaz Professor School of Biomedical Engineering, Science and Health Systems, Drexel University Julia Kline Senior Researcher Fitbit, San Francisco Guy Cheron Director Laboratory of Neurophysiology and Movement Biomechanics, Université Libre de Bruxelles Eduardo Macagno Professor Biological Sciences, University of California San Diego Tal Shafir Research Fellow, The Emili Sagol Creative Arts Therapies Research Center, University of Haifa Guido Orgs Lecturer, Department of Psychology, Goldsmiths, University of London Grainne McLoughlin Associate Professor, Cognitive Neuroscience, King’s College London Chin-Teng Lin Director, Computational Intelligence and Brain Computer Interfaces, University of Technology Sydney Martin Seeber Research Scientist, Functional Brain Mapping Lab, University of Geneva Stephanie Scott Researcher, Brain-Computer Interface Laboratory, Colorado State University Lewis Chuang Group leader, Max Planck Institute for Biological Cybernetics Christer Ahlström Researcher, The Swedish National Road and Transport Research Institute Sha Xin Wei Director School of Arts, Media + Engineering, Arizona State University Pierfilippo De Sanctis Professor Albert Einstein College New York Conny Kranczioch Research Scientist, Department of Psychology, University Oldenburg Simon Ladouce Impact Fellow, Department of Psychology, University of Stirling Angus Hunter Professor, Health and Sport Science, University of Stirling Hanna Poikonen Faculty of Medicine, University of Helsinki John Iversen Research Scientist, University of California San Diego Agnieszka Wykowska Social Cognition in Human-Robot Interaction, Istituto Italiano di Tecnologia, Genua Elsa Kirchner Robotics Lab, University of Bremen Andreas Mierau Exercise & Sport Science, LUNEX International University of Health, Luxembourg Nadja Schott Professor, Institute of Sport and Exercise Sciences -- Daniel P. Ferris, Ph.D. Editor-In-Chief, IEEE-TNSRE editortnsre(a)gmail.com

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PhD position in neuromorphic engineering - Toulouse, France
by Timothée Masquelier June 12, 2018

June 12, 2018

Beating Roger Federer: Modeling visual learning and expertise through a bioinspired neural network embedded in an electronic device Goal: PhD grant. When: starting from September 2018 (date may be flexible to some extent) Topic: How do expert tennis players, like Roger Federer for example, predict if a ball will bounce in or out the field to decide if it should be played or not? After thousands of trajectory presentations, best champions have developed extraordinary skills in such a task, but little is known on how the visual system turns selective to spatiotemporal properties of the visual stimulus (e.g., 3D position, velocity and acceleration) and learns how to make an efficient use of it. The goal of the project is to build an embedded system – based on FPGA circuits and ARM processor – an artificial neural network which would replicate – and perhaps beat – the visual and anticipatory performances of these expert players. To achieve this goal successfully, we will develop a bio-inspired neural network, based on some of the key properties of human vision: the Smart NeuroCam (GST company) will be used to reproduce the retina functioning. It triggers its message under the form of spikes, in an asynchronous way (without any concept of frame per second), responding to spatial or temporal changes in the pattern of illumination. Several kinds of pre-processing filters can be implemented in VHDL language directly in the FPGA circuits, and the output is then sent to a neural network. The artificial network will learn to use this message, applying a simple learning rule, the Spike-Timing-Dependent Plasticity (STDP). This rule allows each neuron to become selective to a particular property of the stimulus, completely autonomously and with no supervision. Several layers will be built to allow perceiving more and more complex properties of the visual scene. Once the network will be established, its performances will be assessed in different conditions of learning and compared to those of the best tennis players. The project is funded by a French National Research Agency (ANR), involving two sites and several researchers: − Robin Baurès, Benoit Cottereau, Timothée Masquelier and Simon Thorpe, CerCo, Toulouse. − Michel Paindavoine, GST, Dijon. Where: The candidate will be based at CerCo, Toulouse (France), and will make the interface with the two sites, with regular trips. The computational neuroscience part will be done at Toulouse, and electronic part at Dijon. Tasks: − Matlab (or Python) based simulations of numerical filters. These filters will be applied to the image processing from which spikes are generated and then sent to feed the neural network and STDP learning mechanism. − VHDL coding to implement these numerical filters into the FPGA circuits of the cameras − C/C++ coding of the neural network and STDP mechanism that should work on an embedded ARM processor system − Experimental tests that will allow evaluating the performance of the whole system, from spikes generation to visual properties learning of the embedded system, to predict tennis ball’s trajectories Required skills: − Strong knowledge on electronic, and openness to computational neurosciences − Knowledge in signal-image processing, and artificial neural network − Interest for multidisciplinary research − Ability to turn smoothly autonomous, once the road has been set − Ability to be at the interface of two scientific fields and two working areas − Programming with Matlab and/or Python for simulating the neural network − Programming in VHDL language for FPGA circuits − Programming in C/C++ language for porting the algorithms on ARM microprocessors − French is not a requirement if fluent in English, but willingness to learn would be beneficial Citizenship Eligibility: For security / defense reasons, an evaluation will be made of the candidates before any possible acceptation. Relevant publications for the project: − Masquelier, T., Guyonneau, R. & Thorpe S.J. (2009). Competitive STDP-Based Spike Pattern Learning. Neural Comput, 21(5),1259-1276. − Masquelier, T. & Thorpe, S.J. (2007). Unsupervised learning of visual features through spike timing dependent plasticity. PLoS Comput Biol, 3(2):e31. − Cottereau, B.R., McKee, S.P. & Norcia, A.M. (2014). Dynamics and cortical distribution of neural responses to 2D and 3D motion in human. Journal of Neurophysiology 111(3), 533-543. − SmartNeuroCam de GST : https://gsensing.eu/fr/category/sections/products Contact: Robin Baurès, PhD Associate Professor CerCo, Université Toulouse 3, CNRS CHU Purpan, Pavillon Baudot 31059 Toulouse Cedex 9 – France Office phone: 0033 (0)5 62 74 62 15 Email : robin.baures(a)cnrs.fr Pr Michel Paindavoine GlobalSensing Technologies 14, rue Pierre de Coubertin 21000 Dijon email : michel.paindavoine(a)gsensing.eu -- Timothée Masquelier - timothee.masquelier(a)cnrs.fr - http://cerco.ups-tlse.fr/~masquelier/

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