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[meetings] Call for Participation : Workshop on Continual Unsupervised Sensorimotor Learning - Tokyo - September 17th

by Nguyen, Sao Mai

*Call for Participation* Workshop on Continual Unsupervised Sensorimotor Learning at IEEE ICDL-Epirob 2018 - Tokyo - September 17th Website : http://conferences.au.dk/icdl-epirob-2018-workshop/ ============================================================ *Updated list of Invited Speakers* - Jochen Triesch, Frankfurt Institute of Advanced Studies, Germany Title: Active Efficient Coding - David Ha, Google Brain Title: Generative World Models - Kathryn Kasmarik, University of New South Wales, Australian Defence Force Academy (UNSW Canberra), Australia Title: Computational Motivation for Learning, Optimisation and Decision Making *Schedule* 09:50 – 10:10 Welcome and introduction 10:10 – 10:50 *Invited talk: **David Ha* Title: Generative World Models 10:50 – 11:10 Coffee break *Inference and Representations* 11:10 – 11:30 *Where do I move my sensors? Emergence of an internal representation from the sensorimotor flow*Valentin Marcel, Sylvain Argentieri and Bruno Gas 11:30 – 11:50 *Active inference in continual learning* Pablo Lanillos *Sensorimotor Learning* 11:50 – 12:10 *Towards Biological Plausibility of Sensorimotor Learning Models: a Short Review* Silvia Pagliarini, Arthur Leblois, and Xavier Hinaut 12:10 – 12:30 *A Computational Model For Action Prediction Development* Serkan Bugur, Yukie Nagai, Erhan Oztop, and Emre Ugur *Application/Tools* 12:30 – 12:50 *Flatland: a Lightweight First-Person 2-D Environment for Reinforcement Learning* Hugo Caselles-Dupré, Louis Annabi, Oksana Hagen, Michael Garcia-Ortiz, and David Filliat 12:50 – 14:10 Lunch break 14:10 – 14:50 *Invited talk. Jochen Triesch* Title: Active Efficient Coding *Intrinsic Motivation and alike* 14:50 – 15:10 *Learning Sequences of Policies by using an Intrinsically Motivated Learner and a Task Hierarchy* Nicolas Duminy, Alexandre Manoury, Sao Mai Nguyen, Cédric Buche, and Dominique Duhaut 15:10 – 15:30 *Emergent emotion as a regulatory mechanism for a cognitive task implemented on the iCub robot* Murat Kirtay, Lorenzo Vannucci, Egidio Falotico, Cecilia Laschi, and Erhan Oztop *Application/Tools* 15:30 – 15:50 *Towards Life Long Learning: Multimodal Learning of MNIST Handwritten Digits* Eli Sheppard, Hagen Lehmann, G. Rajendran, Peter E. McKenna, Oliver Lemon, and Katrin S. Lohan 15:50 – 16:10 Coffee break 16:10 – 16:40 *Invited talk: Kathryn Kasmarik* Title: Computational Motivation for Learning, Optimisation and Decision Making 16:40 – 17:40 Discussion 17:40 – 18:00 Conclusions and farewell ============================================================ *Scope* As the algorithms for learning single tasks in restricted environments are improving, new challenges have gained relevance. They include multi-task learning, multimodal sensorimotor learning in open worlds and lifelong adaptation to injury, growth and ageing. In this workshop we will discuss the developmental processes involved in the emergence of representations of action and perception in humans and artificial agents in continual learning. These processes include action-perception cycle, active perception, continual sensory-motor learning, environmental-driven scaffolding, and intrinsic motivation. The discussion will be strongly motivated by behavioural and neural data. We hope to provide a discussion friendly environment to connect with research with similar interest regardless of their area of expertise which could include robotics, computer science, psychology, neuroscience, etc. We would also like to devise a roadmap or strategies to develop mathematical and computational models to improve robot performance and/or to attempt to unveil the underlying mechanisms that lead to continual adaptation to changing environment or embodiment and continual learning in open-ended environments. The primary list of topics covers the following (but not limited to): - Emergence of representations via continual interaction - Continual sensory-motor learning - Action-perception cycle - Active perception - Environmental-driven scaffolding - Intrinsic motivation - Neural substrates, neural circuits and neural plasticity - Human and animal behaviour experiments and models - Reinforcement learning and deep reinforcement learning for life-long learning - Multisensory robot learning - Multimodal sensorimotor learning - Affordance learning - Prediction learning *Organizers:* Nicolás Navarro-Guerrero, Aarhus University, Aarhus, Denmark Sao Mai Nguyen, IMT Atlantique, France Erhan Öztop, Özyeğin University, Turkey Junpei Zhong, National Institute of Advanced Industrial Science and Technology (AIST), Japan ============================================================ Nguyen Sao Mai nguyensmai(a)gmail.com Researcher in Cognitive Developmental Robotics http://nguyensmai.free.fr

Sept. 14, 2018

PhD student position in neural data analysis, University of Edinburgh (Arno Onken)

by Arno Onken

A fully funded PhD position is available in the group of Arno Onken at the University of Edinburgh, on the development and application of novel methods for analysing multi-modal and multi-scale neural recordings. The group collaborates closely with the experimental groups of Nathalie Rochefort (University of Edinburgh, joint EPSRC-funded project to start in March) and Shuzo Sakata (University of Strathclyde). Potential projects are interdisciplinary, bridging computational neuroscience, statistical modelling and machine learning. The successful applicant will join the Institute for Adaptive and Neural Computation (http://www.anc.ed.ac.uk/) which hosts strong research groups in the relevant fields. Applicants should have a strong quantitative background (e.g. math, statistics, computer science, physics, computational neuroscience), good programming skills and a keen interest in interdisciplinary research. A background in neuroscience is desirable, but not essential. The position is available to UK/EU applicants. Other excellent applicants may be eligible for international postgraduate scholarships - please get in touch. The start date is flexible. Interested applicants should submit their application to the Institute for Adaptive and Neural Computation: https://www.ed.ac.uk/studying/postgraduate/degrees/index.php?r=site/view&ed… For further information, please contact Arno Onken (aonken(a)inf.ed.ac.uk) -- The University of Edinburgh is a charitable body, registered in Scotland, with registration number SC005336.

Sept. 14, 2018

Call for applications to participate in NSF funded Workshop on Future Frameworks of Theoretical Neuroscience

by Fidel Santamaria

NSF Funded workshop - Future Frameworks of Theoretical Neuroscience, Feb 4-7, 2019, San Antonio, TX. Call for applications to participate: graduate students, postdoctoral fellows & junior assistant professors As it is widely known, the objective of the BRAIN initiative has been to develop novel neurotechnologies, which will provide vast streams of experimental data in the coming years. For the neuroscience community as a whole to benefit from these advances, theoretical frameworks that span across scales, systems, and species need to be developed. The main challenge for the theoretical neuroscience community is to design these frameworks with a long-term vision to anticipate and guide the development of new techniques and experiments. We view this as a collective effort. Another of our objectives is for the theoretical neuroscience community to identify leading areas of scientific inquiry, key theoretical questions, and to discuss methodological ways to address these questions. This will highly contribute to shape the future research endeavors towards the understanding of brain function across interacting levels of organization, scales, and range of species. This will also help the funding agencies to establish programs and priorities. The workshop will take place in San Antonio, TX from Feb 4-7, 2019. The NSF will cover the participant's transportation (up to $500, economy class, no upgrades) and lodging (up to 4 nights) for a selected group junior researchers. If interested, please submit a CV and two paragraphs describing the reason(s) to participate in the workshop (1 page maximum, divided into two paragraphs, one titled 'present work' and another one titled 'motivation'). While all the neuroscience community is encouraged to apply we are also looking for people outside neuroscience with fresh ideas that would like to participate. Please send your application to fidel.santamaria(a)utsa.edu<mailto:fidel.santamaria@utsa.edu> with the subject line [Framework Workshop] Application no later than October 10, 2018. As a participant, we would like you to contribute to (1) the description of the present framework(s) of theoretical neuroscience; and (2) the definition of a roadmap for the development of future theories of brain function across scales. In practice, we would like you to contribute to identifying key questions and organizing principles across scales of biological organization that share common theoretical foundations. We also would like you to interact with other participants to develop strategies to advance the field in order to "...transform our understanding of the linkages between neural activity and cognition and behavior across different systems, environments, and species." We would like to emphasize that the objective of the workshop is not to describe current projects but the ideas and theories that are yet to be developed and are needed to move the field forward. While the meeting will have a component of talks we will devote most of the time to organizing formal and informal discussions among the participants. We expect the participants to collectively produce a series of papers describing the identified fields, state of the art and present/future questions so these can reach the broader community and foster additional discussions and interactions. We will also generate a white paper to distribute to public and private funding agencies that describe our views of the future frameworks of theoretical neuroscience. More information available at http://www.utsa.edu/SantamariaLab/Workshop/ Horacio G. Rotstein (NJIT) & Fidel Santamaria (UTSA) Organizers _______________________________________________________________________________ Fidel Santamaria, PhD Associate Professor Department of Biology University of Texas at San Antonio www.utsa.edu/SantamariaLab Office: BSB 1.03.30 Tel +1(210) 458 6910

Sept. 13, 2018

Professorship in Auditory Neuro-Engineering (Ghent University)

by Sarah Verhulst

Dear List, We have an opening for a research professorship in Auditory Neuro-engineering to foster interdisciplinary approaches to hearing science within the Faculties of Engineering and Medical sciences at Ghent University. The succesful candidate will become a member of the Ghent Auditory Science Platform (www.gasp.ugent.be)<http://www.gasp.ugent.be)/>. Kind Regards, Sarah Verhulst --- Sarah Verhulst Associate Professor T +32 9 33 14 844 Dept. Information Technology Waves Technology Campus, iGent, Technologiepark 15, 9052 Zwijnaarde (BE) T secretariaat +32 9 264 33 21 / F +32 9 264 35 93 www.ugent.be<https://www.ugent.be/> www.waves.intec.ugent.be e-maildisclaimer<https://helpdesk.ugent.be/e-maildisclaimer.php> More information and application: https://www.ugent.be/nl/onderzoek/carriere/21zap.htm Job Title: Professor in Auditory Neuro-engineering Req ID 11671 - Posted 12/09/2018 - Professorial staff - 100% - Faculty of Medicine and Health Sciences → Apply until 12/10/2018 23:59 CET → Discipline: Auditory Neuro-engineering → 100% Associate professor / Full professor / Senior full professor → Reference number: 201806/ZAP-21/65-01 ABOUT GHENT UNIVERSITY Ghent University is one of the most important education and research institutions in the Low Countries. On a daily basis, over 9,000 staff members and 41,000 students implement its motto "Dare to Think". Ghent University's mission statement is characterised by qualitative education, internationally renowned research and a pluralistic social responsibility. ASSIGNMENT Within her vision on the importance of inter-disciplinary research, Ghent University wishes to stimulate cooperation between different faculties. One of the initiatives that is deployed in this context is the Ghent Auditory Science Platform (GASP; www.gasp.ugent.be) Auditory science and auditory medicine are increasingly engineering driven. Hence, GASP combines expertise from various medical and engineering disciplines with an additional touch of psychology. This inter-faculty collaboration will be supported by a full time (100%) associate or full professor in auditory neuro-engineering. The professor in auditory neuro-engineering will further develop research in auditory science at the interface between technology and neurology. The focus will be on the possibility to couple electronic and opto-electronic components more effectively to the auditory nerve, the auditory brainstem and cortex. By extending the team of professors that conducts research in the area of auditory science, Ghent University wants to strengthen its position as a leading research institute in this area. This position is part of a unique strategic investment by Ghent University: 21 new professorships are embedded in interdisciplinary consortia, designed to generate a significant societal impact with their research. For more information, see: www.ugent.be/21zap Academic education You lecture a limited number of course units in the discipline of audiology and biomedical engineering. These courses are situated in the faculty of medicine and the faculty of engineering. In addition you will be the promoter of Master dissertations and PhDs in biomedical sciences, audiology, and engineering. Academic Research You conduct research in the discipline of auditory neuro-engineering. In particular you study the interaction between human substrate – auditory nerve/brainstem/cortex – and high tech chips and electronic and opto-electronic implants. In this way you contribute to the innovation goals of the GASP team in relation to: * biological strategies for use in inner ear therapeutics: gene therapy, stem-cell therapy, and molecular therapy; * auditory nerve fiber stimulation, resynchronizing, brain-computer interfacing; * stimulating brain plasticity (e.g. post deafness, in tinnitus and/or decreased sound tolerance cases), and individualized interventions; * cochlear nerve sensing and brainstem processing (auditory processing on implanted chip); * neuro-acoustic phenotype determination allowing for personalized hearing deficit treatment when needed. Academic services You take part in the internal and external service provision of the Ghent Auditory Science Platform. PROFILE Experience * You have already conducted eminent academic research in the given discipline, which is clearly reflected in publications in high-quality academic journals and peer-reviewed books; * You are capable of initiating, supervising and acquiring the necessary funding for academic research; * You are didactically skilled to teach university students to develop academic competences; * Recommended are: * International mobility, among other things thanks to research stays at institutions external to the one where you acquired your highest academic degree; * Positively evaluated experience in provided or organized academic lecturing; * Professionalisation of education. Skills / Attitude * You are quality-oriented; * You take initiative; * You have leadership qualities; * You have good communication skills (English proficiency) and make connections with colleagues and industry. Admission requirements * You hold a thesis-based doctorate or a diploma or certificate that is recognised as equivalent (article V.20 Codex Higher Education) in biomedical sciences, biomedical engineering, medical physics, neuro-engineering, or doctorate in medicine with a strong emphasis on technical aspect, or a doctorate in electronics/ICT engineering or engineering physics/mathematics with a strong emphasis on biomedical aspects. Upon evaluation of a foreign (non-EU) diploma, a certificate of equivalence may still have to be requested at NARIC. If this is the case, we advise you to initiate this recognition procedure as soon as possible. You are required to have the recognition no later than on the date of your appointment. * You have at least two years of postdoctoral experience on 2 October 2018. This term of two years is determined by the date written on the above-mentioned required diploma. APPOINTMENT INFORMATION Depending on the specific profile of the selected candidate, the degree of associate professor or full professor is awarded. This will be decided by the University Board as proposed by the Faculty Board. * We offer you a permanent appointment in the starting grade of associate professor or full professor, without prejudice to the possibility of a temporary appointment offered in article V.28 of the Codex of Higher Education. The recruitment is possible no sooner than 1 February 2019. OUR OFFER Ghent University reserves a budget of €200.000 in its Special Research Fund for each of the newly appointed professors under the strategic “21ZAP” scheme, equaling the value of 1 PhD student for 4 years. This research budget is allocated out of competition but is subject to approval of the applicant’s research proposal by Ghent University’s Research Council. Ghent University is committed to properly welcoming new professorial staff members and offering them appropriate guidance. The basic teacher training and courses of 'Dutch' and 'English' for foreign-speaking lecturers are only a few examples of our wide range of training and education opportunities. Furthermore, each Ghent University staff member can count on a number of benefits such as a bike allowance, reimbursement of public transport commuting costs, daycare, a wide range of sports facilities and EcoCheques. A complete overview of all our employee benefits (in Dutch). Ghent University also invests in welcoming international professorial staff. It offers various housing options, a relocation bonus, the International School for school-aged children (with a discount on the tuition fee), support when registering at the City of Ghent, support with the procedure of family reunification and other administrative matters in connection with moving to Ghent. More information can be found on www.ugent.be/en/living and www.ugent.be/en/staff. GENDER AND DIVERSITY Ghent University conducts an equal opportunities policy and encourages everyone to apply. Ghent University also strives for a gender balance. Female applications are thus especially welcomed. SELECTION PROCEDURE After the final application date, all received applications will be sent to the assessment committee assembled for this vacancy. This committee will first evaluate the application files. Therefore it will match all elements of the file against the required expertise for the position in terms of education, research and scientific service. Based on this deliberation, relevant candidates will be shortlisted to be invited for further selection (interview, possible presentation or test lecture …). Afterwards, the committee will rank the suitable candidates and present this ranking to the Faculty Board. The advice of the Faculty Board will then be presented to the University Board for approval. Candidates are asked to further discuss their top 5 most important publications or other academic achievements with the highest impact. Next to academic publications, the candidate is thus also able to show merit of knowledge transfer by academic dissemination, social valorisation, public awareness, seminars or conference presentations. These competences are also taken into account when evaluating the candidates. Candidates are also asked to prepare a research proposal. The research proposal can be taken into account by the selection committee in order to assess the candidate’s potential contribution to the consortium; nevertheless, the evaluation of the proposal itself by the Research Council will not be initiated until after the professorship appointment in order to award the €200,000 research budget. The evaluation of the required international mobility is broad and partly takes the gender perspective into account, thus not only considering longer stays abroad by also other forms of internationalisation. Pregnancy leave, prolonged sick leave, parental leave, filial leave or other forms of absence are taken into account when evaluating the available time for the realisation of academic output. HOW TO APPLY Apply online through the e-recruitment system before the application deadline (see above). We do not accept late applications or applications that are not sent through the online system. Your application must include the following documents: * In the field ‘Cv’: the professorial staff application form (+ all annexes mentioned in the form), merged into one pdf file. * In the field ‘Cover letter’: your application letter in pdf format * In the field ‘Diploma’: a transcript of your doctoral degree. If you have a foreign diploma in a language other than our national languages (Dutch, French or German) or English, please add a translation in one of the mentioned languages. * In the field ‘Certificate of equivalence’: only for diplomas awarded outside the European Union: certificate of equivalence (NARIC) (if already in you possession) Note that the maximum file size for each field is 10 MB. MORE INFORMATION The strategic goals of this vacancy. For further information regarding these vacancies, please contact Prof. Ingeborg Dhooge (ingeborg.dhooge(a)UGent.be, +32 332 23 31) at the Faculty Medicine and Health Sciences, Department of Otorhinolaryngology or Prof. Dick Botteldooren (dick.botteldooren(a)UGent.be, +32 9 264 9968) at the Faculty of Engineering and Architecture, Department of Information Technology.

Sept. 13, 2018

Postdoc positions at Harvard in theoretical neuroscience and brain-inspired machine learning

by Cengiz Pehlevan

Postdoctoral positions are available in Cengiz Pehlevan’s theoretical neuroscience group at Harvard University. We are looking for candidates with strong analytical and numerical skills, and backgrounds in (theoretical) neuroscience, applied mathematics, physics, engineering, computer science, or related fields. Our group seeks to understand the algorithms of the brain and their neural implementation. Current interests include, but are not limited to, unsupervised learning of sensory representations, reinforcement learning of motor skills, decision making and brain-inspired machine learning. For recent publications, see pehlevan.seas.harvard.edu <https://pehlevan.seas.harvard.edu/>. Successful candidates will join a vibrant community of researchers at Harvard and take part in collaborations with experimental labs across the campus. The position is funded for multiple years, with an initial one-year appointment and expectation of extension contingent on satisfactory progress. To apply, please email a short statement of research interests, a CV, and the contact information of at least two references to Cengiz Pehlevan (cpehlevan at seas.harvard.edu) with the subject line “Theory Postdoctoral Fellow”. Review of applications will begin immediately. Harvard University is an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability status, protected veteran status, gender identity, sexual orientation, pregnancy and pregnancy-related conditions, or any other characteristic protected by law.

Sept. 12, 2018

PhD positions in Electrophysiology / Brain-machine interface at U. Sherbrooke, Canada (co-supervision with U. of Minnesota, USA)

by Jean Rouat

Auditory implants aim at restoring audition by stimulating a specific structure of the auditory system with an electrode array. The most successful auditory implant, the cochlear implant that stimulates the spiral ganglions in the cochlea, has allowed more than 325 000 people worldwide to regain audition. However, cochlear implants are not appropriate for patients that have a disfunctionnal auditory nerve or for which the cochlea cannot be implanted. Alternative implants have therefore been developed such as the auditory midbrain implant (AMI) that stimulates a structure named the inferior colliculus (IC). One aspect that limits the development of the AMI is the lack of knowledge regarding the optimal approach to stimulate the IC. The proposed project aims at gaining more insight into the optimal design of stimulation patterns for the IC. Objectives: ----------- Design optimal inferior colliculus stimulation patterns using adaptive filters specifically adapted for neural signals: the neural activity will be recorded in the auditory cortex and optimal stimulation in the inferior colliculus will be evaluated using a closed-loop approach. A financial support will be provided. Requirements: —————— - Excellent academic record. - Master’s degree in biomedical engineering, electrical engineering, computer engineering, physics, biophysics or other related field with a strong background in mathematics and signal processing. - Willing to conduct experiments in electrophysiology to record the neural activity of the auditory system. No prior knowledge in electrophysiology is required. - Excellent ability to communicate in English, knowledge of French is considered an advantage. The Université de Sherbrooke is a French-speaking institution located in the province of Quebec, Canada, and the heart of an international research pole. It is the host to more than 40 000 students from over 120 different countries worldwide. (Source: UdeS) Interested candidates should send their CV, academic transcripts as well as the names of 2 references to Prof. Eric Plourde. Contact: Eric Plourde, Eng., Ph.D., Université de Sherbrooke (eric.plourde(a)usherbrooke.ca)

Sept. 11, 2018

COSYNE 2019: Call for workshop proposals

by Tomas Hromadka

================================================= Computational and Systems Neuroscience 2019 (Cosyne) MAIN MEETING 28 February - 03 March 2019 Lisbon, Portugal WORKSHOPS 04 - 05 March 2019 Cascais, Portugal www.cosyne.org ================================================= ----------------------------------------------------------------------- CALL FOR WORKSHOP PROPOSALS ----------------------------------------------------------------------- PRE-PROPOSAL DEADLINE: 30 September 2018 FULL PROPOSAL DEADLINE: 31 October 2018 PRE-PROPOSALS In an effort to coordinate submissions, the organizers are *strongly encouraged* to submit a pre-proposal by *30 September 2018.* Pre-proposals will be shared among submitters. Pre-proposals are not mandatory, but workshops with a pre-proposal will have priority. The organizers may submit the full proposal by its deadline. A series of workshops will be held after the main Cosyne meeting (www.cosyne.org) The goal is to provide an informal forum for the discussion of important research questions and challenges. Controversial issues, open problems, comparisons of competing approaches, and alternative viewpoints are encouraged. The overarching goal of all workshops should be the integration of empirical and theoretical approaches, in an environment that fosters collegial discussion and debate. Preference will be given to proposals that differ substantially in content, scope, and/or approach from workshops of recent years (examples available at Cosyne.org -> Workshops). Relevant topics include, but are not limited to: sensory processing; motor planning and control; functional neural circuits; motivation, reward and decision making; learning and memory; adaptation and plasticity; neural coding; neural circuitry and network models; and methods in computational or systems neuroscience. In order to foster discussion within Workshops and reduce overlap between workshops, organizers should inform invited speakers that a single person should not speak in more than one of the Workshops taking place on the same day. WORKSHOP DETAILS - There will be 4-8 workshops/day, running in parallel. - Each workshop is expected to draw between 15 and 80 people. - The workshops will be split into morning (8.00-11.00 AM) and afternoon (4.30-7.30 PM) sessions. - Workshops will be held at Cascais, a coastal village ~34 km west of Lisbon. Buses from the main conference will be provided. . SUBMISSION INSTRUCTIONS Submission instructions for workshop (pre)-proposals are available at Cosyne.org -> Workshops. PRE-PROPOSALS should include: - Name(s) and email address(es) of the organizers (no more than 2 organizers per session, please). A primary contact should be designated. - A title. - A brief description of 1) what the workshop will address and accomplish, 2) why the topic is of interest, 3) who is the targeted group of participants. - Names of potential invitees, with indication of confirmed speakers. Preference will be given to workshops with the most confirmed speakers. - Proposed workshop length (1 or 2 days). Most workshops will be limited to a single day. If you think your workshop needs two days, please explain why. - A brief resume of the workshop organizer along with a short list of workshop-relevant publications (about half a page total). FULL PROPOSALS should include the list of confirmed speakers in addition to components required for a pre-proposal. Workshop organizer responsibilities include coordinating workshop participation and content, scheduling all speakers and submitting a final schedule for the workshop program, and moderating the discussion. Organizers can be speakers but need not speak depending on scheduling constraints. SUGGESTIONS Experience has shown that the best discussions during a workshop are those that arise spontaneously. A good way to foster these is to have short talks and long question periods (e.g. 30+15 minutes), and have plenty of breaks. We recommend fewer than 10 talks. When preparing pre-proposals and full proposals, the organizers are encouraged to: - address timeliness of workshop in the proposal: what new insights have been generated (new papers, data, techniques, whatever) over the past few years that make now the right time for discussing them and for presenting them to the wider community? - directly describe how speakers address the central topic, e.g. which are the big question(s), which speakers represent different viewpoints on the same question, which experimentalist addresses the theories addressed by which theoretician (and vice versa); - address controversies and bring together speakers from different “camps” in the same field, or from different fields that you think should talk more to each other for whatever reason; WORKSHOP COSTS Detailed registration costs, etc, will be available at www.cosyne.org. Please note: Cosyne does NOT provide travel funding for workshop speakers. All workshop speakers are expected to pay for workshop registration fees. Participants are encouraged to register early, in order to qualify for discounted registration rates. One complementary (free) organizer registration is provided per workshop. For workshops with 2 organizers, the free registration can be given to one of the organizers or split evenly between them. COSYNE 2019 WORKSHOP CHAIRS Catherine Hartley (NYU) and Ralf Haefner (University of Rochester) QUESTIONS email: workshops [at] cosyne.org COSYNE MAILING LISTS Please consider adding yourself to Cosyne mailing lists (groups) to receive email updates with various Cosyne-related information and join in helpful discussions. See Cosyne.org -> Mailing lists for details.

Sept. 11, 2018

POSTDOCTORAL POSITIONS, BROWN UNIVERSITY (TRUCCOLO LAB)

by Wilson Truccolo

Applications for post-doctoral positions in Computational Neuroscience are invited for the laboratory of Dr. Wilson Truccolo in the Department of Neuroscience at Brown University, Providence, RI, USA. The positions are for the development of data-driven stochastic models of neuronal network dynamics, including applications to propagation and control of epileptic seizures. Neural data consist of recordings of ensembles of single-neurons and high-density local field potentials obtained via multiple intracortical microelectrode arrays implanted in human and non-human primates. The ideal candidate will have a strong background in computational/theoretical neuroscience and modeling of stochastic neural dynamics. Related publications can be found on the Truccolo lab website ( http://www.truccololab.com/) Inquiries should be addressed to Dr. Truccolo (wilson_truccolo(a)brown.edu) Applications including a CV, statement of research interests, and the names and full contact details of three referees should be sent to wilson_truccolo(a)brown.edu. -- Wilson Truccolo, Ph.D. Pablo J. Salame '88 Goldman Sachs Assistant Professor of Computational Neuroscience Department of Neuroscience & Institute for Brain Science, Brown University Lab website: http://www.truccololab.com/

Sept. 10, 2018

Two Open Postdoc positions on Multi-modal and Computational Brain dynamic studies (MPI-Biological Cybernetics)

by Xin Yu

Postdoctoral Position at the Max Planck Institute for Biological Cybernetics in Tübingen, Germany The Department of High-field Magnetic Resonance at the Max Plank Institute for Biological Cybernetics in Tübingen is offering TWO postdoctoral positions. This position is open now until filled. Research Description: Understand and learn to control the brain circuits underlying critical brain states. Potential assignments: Position #1 (Bio-engineering and computational direction) a) Build up a real-time bio-feedback controlling system for brain functional studies: i) Neural network-based signal processing, ii) MR-guided robotic system development, iii) Machine learning-based multi-modal brain signal dynamic prediction. b) High field MRI methodology development and applications i) High spatiotemporal fMRI method development from rodents to humans. ii) Advanced resting-state fMRI analysis method development based on the neural network-based learning schemes. Candidates with strong computational skills are highly encouraged to apply for this position. Position #2 (multi-modality imaging in animal brains, Biologists/biomedical engineers/electrophysiologists) a) Implement the MRI/EEG/calcium recording methods for global brain state monitoring. b) Target specific nuclei with deep brain optogenetic stimulation methods to study circuit-specific brain state neuromodulation. c) Develop an advanced fiber-optic imaging device for MRI compatible concurrent brain dynamic signal recordings, e.g., Ca2+, Glutamate, K+, and other neuromodulators. Experience with viral transfection, 2-PM or fiber optic recordings, or in vivo. / in vitro. electrophysiology in animal models (rodents) is highly desirable. The candidates should bear experience or strong interests in brain functional imaging, e.g. task-based BOLD fMRI. The Max Plank Institute for Biological Cybernetics is located in Tübingen, Germany. The High-field Magnetic Resonance Department is equipped with the 3T, 9.4T human MR scanner and 14.1T animal Bruker MR Scanner. Please send your CV (in English) to Dr. Yu (E-mail: xin.yu(a)tuebingen.mpg.de) Best, Xin

Sept. 10, 2018

postdoc positions in statistical neuroscience

by xaq pitkow

POSITION: We seek several highly motivated postdoctoral research fellows for a collaborative team project building statistical tools for interpreting large scale neural recordings (10^5 neurons per animal). The fellows will develop new methods and applications of probabilistic graphical models to infer statistical interactions amongst neurons and with their environment. The tools will be validated in neural network simulations, tested in physiological recordings, and made widely available to the neuroscience community for understanding data from next-generation experiments. TEAM: Fellows will join principal investigators and theorists Krešimir Josić, Genevera Allen, Xaq Pitkow, Ankit Patel, and Robert Rosenbaum. The team will interact closely with experimentalists including co-Investigator Andreas Tolias and several other labs interested in applying novel methods we develop. Fellows will also be members of the new Center for Neuroscience and Artificial Intelligence housed at the Baylor College of Medicine and supported in part by the NSF NeuroNex program. The Center brings together interdisciplinary researchers from across Houston, including members from Baylor College of Medicine, Rice University, University of Houston, and University of Texas Health Sciences. Researchers at the Center contribute diverse expertise in fields including neuroscience, machine learning, statistics, physics, computer science, electrical engineering, and applied mathematics. QUALIFICATIONS: Candidates must have outstanding mathematical skills, a PhD in a relevant quantitative discipline, and expertise in probabilistic graphical models or statistical machine learning. APPLYING: Applicants should email a letter of research interests and CV to Camila Lopez (Camila.Lopez at bcm.edu) along with contact information for three references. We look forward to hearing from you!

Sept. 7, 2018