December 2017 - Comp-neuro - lists.cnsorg.org

[meetings] 2nd CFP IEEE WCCI/IJCNN Special Session: Cognition and Development

by Nikolas HEMION

=============== CALL FOR PAPERS =============== IEEE WCCI / IJCNN 2018 Special Session: Cognition and Development 8-13 July 2018, Rio de Janeiro, Brazil Important dates: 15th January 2018 – Paper Submission 15th March 2018 – Paper Acceptance 1st May 2018 – Final Paper Submission 8-13 July 2018 – IEEE WCCI / IJCNN 2018, Rio de Janeiro, Brazil Scope and Topics The special session aims at the presentation of the latest results in the investigation of machine learning and cognitive robotics models that are taking inspiration from our understanding of sensorimotor, cognitive, and social development in humans and other animals. The aim is twofold: On the one hand, the special session provides a platform for presenting insights about the functions and processes underlying developmental learning. On the other hand, it encourages discussion of the role of developmental aspects in learning, in particular in the light of the ongoing success of deep learning methods. Relevant research questions include: – How can deep learning models be improved by including developmental processes, such as intrinsic motivation, sensorimotor exploration, or social learning and interaction? – Is current deep learning methodology suited for autonomous and open-ended learning in cognitive robots? Or will it be necessary to consider developmental processes, and if so, which ones? – What are the mechanisms that allow a child or robot to autonomously develop cognitive capabilities? – How does the social and physical environment, with which the child interacts, shape and scaffold the child’s developing cognitive skills and knowledge? And how can machine learning systems (including cognitive robots) exploit these beneficial factors? – What is the relative contribution of Nature and Nurture in the development of human and machine intelligence? – What do qualitative stages during development, and body and brain maturational changes, tell us about the mechanisms and principles supporting development? The special session also encourages submissions of relevant research on cognition and development from other disciplines, such as child psychology, developmental linguistics, neuroscience, philosophy, and interdisciplinary approaches to cognition and development. List of main topics: – developmental robotics – epigenetic robotics – developmental deep learning – neuro-robotics – bio-inspired and cognitive robotics – cognitive modelling – intrinsic motivation – sensorimotor development – cognitive development – social development – language acquisition Submission Guidelines: Please follow the general submission guidelines of the IEEE WCCI / IJCNN 2018 (see http://www.ecomp.poli.br/~wcci2018/) Please make sure to select the Special Session "Cognition and Development" as the "Main Research Topic" of your submission. Organizers: Nikolas J. Hemion, SoftBank Robotics Europe, Paris, France Anna-Lisa Vollmer, Bielefeld University, Germany Angelo Cangelosi, Plymouth University, UK Pierre-Yves Oudeyer, Inria Bordeaux, France -- Nikolas Hemion, Ph.D. Senior Researcher, AI Lab Manager SoftBank Robotics Europe 43 rue du Colonel Pierre Avia 75015 PARIS http://nikolas.hemion.org/ -- *This email and any attachment thereto are confidential and intended solely for the use of the individual or entity to whom they are addressed.If you are not the intended recipient, please be advised that disclosing, copying, distributing or taking any action in reliance on the contents of this email is strictly prohibited. In such case, please immediately advise the sender, and delete all copies and attachment from your system.This email shall not be construed and is not tantamount to an offer, an acceptance of offer, or an agreement by SoftBank Robotics Europe on any discussion or contractual document whatsoever. No employee or agent is authorized to represent or bind SoftBank Robotics Europe to third parties by email, or act on behalf of SoftBank Robotics Europe by email, without express written confirmation by SoftBank Robotics Europe’ duly authorized representatives.* ------------------------------ *Ce message électronique et éventuelles pièces jointes sont confidentiels, et exclusivement destinés à la personne ou l'entité à qui ils sont adressés.Si vous n'êtes pas le destinataire visé, vous êtes prié de ne pas divulguer, copier, distribuer ou prendre toute décision sur la foi de ce message électronique. Merci d'en aviser immédiatement l'expéditeur et de supprimer toutes les copies et éventuelles pièces jointes de votre système.Ce message électronique n'équivaut pas à une offre, à une acceptation d’offre, ou à un accord de SoftBank Robotics Europe sur toute discussion ou document contractuel quel qu’il soit, et ne peut être interprété comme tel. Aucun employé ou agent de SoftBank Robotics Europe n'est autorisé à représenter ou à engager la société par email, ou à agir au nom et pour le compte de la société par email, sans qu’une confirmation écrite soit donnée par le représentant légal de SoftBank Robotics Europe ou par toute autre personne ayant reçu délégation de pouvoir appropriée.*

Dec. 11, 2017

Postdoctoral position at Brandeis in theoretical neuroscience

by Jonathan Touboul

A postdoctoral position is available at Brandeis University to work on exciting problems in theoretical neuroscience (mathematical-neuroscience.net <http://mathematical-neuroscience.net/> <http://mathematical-neuroscience.net/ <http://mathematical-neuroscience.net/>>). The techniques we employ rely on dynamical systems (with delays, multiple timescales, nonlocal terms or jumps) and stochastic processes (statistical physics), and our research topics include the analysis of the dynamics of neuron model or neural networks with heterogeneous elements, learning, memory and pathological brain states, as well as the embryonic development of neural assemblies. All projects will involve heavy collaboration with experimental groups in the Boston area, Paris and abroad. The positions are up to 3 year terms, contingent upon satisfactory progress, with competitive salary and benefits packages. The fellows will participate to the vibrant scholar life in the Boston area. The successful candidates will join the Mathematics Department at Brandeis University (http://www.brandeis.edu/departments/mathematics/ <http://www.brandeis.edu/departments/mathematics/> <http://www.brandeis.edu/departments/mathematics/ <http://www.brandeis.edu/departments/mathematics/>>) with strong ties to the Neuroscience group (http://www.bio.brandeis.edu/ <http://www.bio.brandeis.edu/> <http://www.bio.brandeis.edu/ <http://www.bio.brandeis.edu/>>). Opportunities to teach in the math department could be available and are encouraged! Candidates should have a Ph.D. in mathematics, (computational) neuroscience, physics or engineering and have an excellent track record of scholarship, have experience in dynamical systems and/or stochastic models, and be familiar with computational programing. Applications from under-represented groups are strongly encouraged. Candidates should send their applications through MathJobs with a CV, a cover letter indicating their research interests and professional goals: https://www.mathjobs.org/jobs/jobs/11351 <https://www.mathjobs.org/jobs/jobs/11351> <https://www.mathjobs.org/jobs/jobs/11351 <https://www.mathjobs.org/jobs/jobs/11351>> Best wishes, Jon http://mathematical-neuroscience.net <http://mathematical-neuroscience.net/>

Dec. 10, 2017

4-year postdoc position in neural systems modelling at the University of Oslo

by Gaute Einevoll

Postdoctoral Research Fellowship in Neural Systems Modelling Position as postdoctoral research fellow available at the Department of Bioscience at the University of Oslo. The fellowship period is 4 years, with 25 % compulsory work. Anticipated start date is 01.02.2018. Project description: We study neural processing and plasticity of neural circuits at multiple levels, from the morphological changes at the synapse to functional changes of network activity in behaving animals. The position will be part of the project 'BrainMatrix' funded by the Norwegian Research Council, and seeks to explore the biophysical and physiological roles of perineuronal nets (PNNs) in neuron information processing and plasticity. PNNs are extracellular protein complexes thought to act as long-lasting synaptic anchors, thereby defining stable structural and functional connectivity in widespread but discrete regions of the brain. The entire BrainMatrix project is built on interdisciplinary principles and will involve strong interaction between mathematical modelling and experimental goals across the levels of investigation. As such, a key feature of this position will be to work between the outstanding computational and experimental groups at Simula Research Laboratory (www.simula.no)<http://www.simula.no%29/> andthe University of Oslo (www.mn.uio.no/ibv/english/research/sections/fyscell/cinpla)<http://www.mn.uio.no/ibv/english/research/sections/fyscell/cinpla)>. For this reason, the candidate should have experience in either computational neurophysiology/cell electrophysiology or experimental, and a strong desire and potential to expand their skillset to include the other discipline. Job description: We are searching to fill a 4-year full time postdoctoral, with 75% of the time devoted to research and 25% reserved for other career promoting activities such as lecturing or mentoring. The successful candidate will develop and implement models for interrogating the effects of genetic and pharmacologic manipulation of PNNs on single neuron and network function in visual and spatial information processing. The modeling approach will take advantage of tools and resources available through the Human Brain Project, and developed locally such as the NEST and LFPy simulators. The experimental goals will involve opportunities to apply or learn classical slice electrophysiology and single/multi-unit extracellular recordings, as well as advanced in vivo optical recordings and in vivo patch clamping. Within the framework of the position duties corresponding to one year of compulsory work may be assigned. For more information, including on how to apply, see: https://www.jobbnorge.no/ledige-stillinger/stilling/145487/postdoctoral-res… Deadline for application: January 10th 2018 For questions, please contact: Associate Professor Andy Edwards, phone: +47 40472451, e-mail:andrew.edwards@ibv.uio.no ********************************************** Gaute T. Einevoll Faculty of Science and Technology Norwegian University of Life Sciences, 1432 Aas, Norway; Department of Physics, University of Oslo, Oslo, Norway Ph. +47-64965433, Mobile: +47-95124536 email: Gaute.Einevoll(a)nmbu.no<mailto:Gaute.Einevoll@nmbu.no>, web: compneuro.nmbu.no, cinpla.org

Dec. 9, 2017

PhD positions at the University of Bristol

by Tsaneva-Atanasova, Krasimira

Wellcome Trust 4 year PhD Programme in Neural Dynamics University of Bristol Deadline for applications: Sunday 7 January 2018 Why investigate neural dynamics? A vital key to comprehending the brain is to understand how the complex changes in activity occurring at all levels of neural organization give rise to normal brain function. Furthermore, an understanding of normal brain activity will allow us to investigate abnormalities of neural dynamics that underlie many neurological and psychiatric disorders (e.g. epilepsy, Parkinson’s disease, schizophrenia). Understanding neural dynamics<https://www.findaphd.com/common/clickCount.aspx?theid=602&type=185&url=http…> requires interdisciplinary approaches that span many neuroscience areas, but crucially, also depends on the integration of experimental and clinical approaches with mathematical and computational expertise. This PhD programme trains a future generation of neuroscientists to successfully combine experimental and theoretical techniques in their research. Structure of the programme First year: students attend taught courses to gain an understanding of the biology of the nervous system and the ability to describe systems dynamics in mathematical models. Students carry out two extended research projects, each investigating dynamics in a different neural system. Each project is co-advised by one experimental or clinical neuroscientist and one mathematician or computer scientist. Subsequent years: Students develop one of the initial projects into a PhD project for the remaining 3 years. Who are we looking for? Applicants will have a 1st class/2.1 degree or a Masters in a biomedical science discipline or a relevant theoretical discipline (mathematics, computer science or physics). Crucially, we are looking for talented and motivated students willing to take up the many challenges in neural dynamics and who are open to learning about new disciplines and working across different fields. Why study at Bristol? Bristol has one of the largest concentrations of neuroscientists in Europe and is a major centre for basic and clinical neuroscience. The University of Bristol is an acknowledged world leader in many key areas of neural dynamics from both an experimental and theoretical perspective: Our research spans molecular, cellular and systems levels of neuroscience. Together with experts in systems dynamics, based in the Departments of Engineering Mathematics, Mathematics, Computer Science and the Bristol Robotics Lab we can provide considerable scope for ground breaking integrative research projects. How to apply: Application process: Please apply online at www.bris.ac.uk/study/postgraduate/apply<https://www.findaphd.com/common/clickCount.aspx?theid=602&type=185&url=http…> by selecting ‘Faculty of Biomedical Sciences’ and ‘Wellcome 4-year PhD in Neural Dynamics’ Please ensure you include a CV, and two referees plus a cover letter outlining your own neuroscience interests by Sunday 7 January 2018. Please upload your covering letter into the Personal Statement section of the application form. Shortlisted applicants will be invited to an interview in late January. The Wellcome Trust provides a stipend and PhD registration fees at UK/EU student rate, research expenses, contribution towards travel and a contribution towards transferable-skills training. The Wellcome Trust does not pay fees at the overseas rate. For further information please see www.bristol.ac.uk/neural-dynamics<https://www.findaphd.com/common/clickCount.aspx?theid=602&type=185&url=http…> or contact: Lindsey Watson, Graduate Administration Manager, Faculty of Biomedical Sciences, Graduate School (Lindsey.Watson(a)bris.ac.uk)

Dec. 8, 2017

Scientist opening at the Allen Institute: "Simulation & Analysis of Human Circuit Dynamics"

by Costas Anastassiou

Dear All: We are seeking a Scientist to be an essential team member in our ongoing effort to understand how the human brain processes information. The core responsibility for this position is to setup large-scale computational simulations and data analysis workflows from slice and in vivo brain physiology in humans. Find the full job description attached below. To apply for this position, apply through the link below: https://apply.hrmdirect.com/resumedirect/ApplyOnline/Apply.aspx?req_id=6535… Best, Costas -- Costas Anastassiou Assistant Investigator T: 206.548.8434 E: costasa(a)alleninstitute.org alleninstitute.org Professor (adj.) of Neurology University of British Columbia, Vancouver BC, CA http://neuroscience.ubc.ca/people/Anastassiou Our mission at the Allen Institute for Brain Science is to accelerate the understanding of how the human brain works in health and disease. By implementing a team science approach on a large scale, we strive to generate useful public resources, drive technological innovations and discover fundamental brain properties through integration of experiments, modeling and theory. POSITION SUMMARY We are seeking a Scientist to be an essential team member in our ongoing effort to understand how the human brain processes information. The core responsibility for this position is to setup large-scale computational simulations and data analysis workflows from slice and in vivo brain physiology in humans. More specifically, the Scientist will (i) design and conduct simulations with an existing large-scale computational framework allowing simulation of a multitude of reconstructed, interconnected and biophysically realistic human neurons (e.g. [Schomburg, Anastassiou et al, J Neurosci, 2012; Reimann, Anastassiou et al, Neuron, 2013]; (ii) analyze simulated and experimental data to establish structure-function relationships (e.g. [Taxidis, Anastassiou et al, Neuron, 2015]); (iii) develop dimensionally reduced representations of neural function (e.g. using machine learning or statistical data modeling) based on recorded signals (encoding) and develop methods for reconstructing! neural function from neural activity (decoding); (iv) compare computational findings with experimental observables. ESSENTIAL DUTIES AND RESPONSIBILITIES In close collaboration with theoreticians and experimental colleagues, design, implement and conduct single-neuron and large-scale network simulations of human middle temporal gyrus. Contribute to ongoing efforts in computational framework development (simulation and data analysis) as well as to scientific questions relevant to the system under investigation. Contribute to adjacent projects related to human pathophysiology and neurotherapies. Publish/present findings in peer-reviewed journals/scientific conferences. Prepare written and oral reports on a regular basis. Maintain clear and accurate communication with supervisor, team members and external collaborators. BASIC QUALIFICATIONS PhD degree in computational neuroscience, physics, applied mathematics, bioengineering or related field. Strong background in scientific computing; experience in computational neuroscience is preferred, but other strong applicants will be considered (with background in computational physics, applied mathematics, biophysics, and related disciplines). Experience with parallel computing is a plus as well as familiarity with high-level programming languages such as Python. Familiarity with in vitro and in vivo electrophysiological monitoring techniques and analysis. DESIRED QUALIFICATIONS: Ability to meet aggressive timelines and deliverables in a collaborative environment. Strong publication record. Experience in pursuing research projects in collaborative fashion. Proven independent thinking and flexibility. Strong written and verbal communication skills.

Dec. 7, 2017

[SUSPECTED SPAM] PhD at Florida Atlantic Universitys Center for Complex Systems and Brain Sciences

by Emmanuelle Tognoli

Applications are currently being accepted for fully funded multidisciplinary PhD training in Complex Systems & Brain Sciences (http://www.ccs.fau.edu/phd_overview.php) at Florida Atlantic University. Students will be trained to perform cutting-edge brain research that combines neuro-behavioral and cognitive experiments, laboratory neurobiology, medical imaging, and computational/theoretical modeling. Research projects will focus on approaches to understanding the brain as a complex dynamical system, with possible concentrations in areas such as cognitive, developmental, social, and systems neuroscience, neurorobotics, molecular and cellular neurobiology, and neuronal regeneration. Individuals with undergraduate degrees in any pertinent discipline are invited to apply. Two routes are available to enter the PhD program: the Graduate Neuroscience Training Program (http://www.ibrain.fau.edu/gradneuro/) or directly into the core program from the Center for Complex Systems & Brain Sciences (http://www.ccs.fau.edu/requirements.php) Applicants should review both tracks to determine which one best suits their interests. Students may also submit applications to both tracks. Application deadline for the Graduate Neuroscience Training Program: December 11, 2017 Application deadline for the core PhD program in Complex Systems & Brain Sciences: January 15, 2018 -- This message has been scanned for viruses and dangerous content by MailScanner, and is believed to be clean. -- This message has been scanned for viruses and dangerous content by MailScanner, and is believed to be clean.

Dec. 7, 2017

Fully-funded four-year PhD studentship in Computational Neuroscience at Imperial College London

by Reichenbach, Johann D T

An exciting PhD project in Computational Multisensory Neuroscience is available for UK/EU candidates in the group of Tobias Reichenbach (http://www.bg.ic.ac.uk/research/reichenbach/index.html) at Imperial College London. The student will develop state-of-the art neuronal network models to investigate the effects of custom-build tactile stimuli on speech processing. The model development and results will be linked with neuroimaging and behavioural experiments, and will pave the way to aid speech comprehension in people with hearing impairments. The PhD position is part of the Center for Neurotechnology (http://www.imperial.ac.uk/neurotechnology/cdt) at Imperial College London. The successful candidate will join an international cohort of PhD students working on cutting-edge topics of computational and experimental neuroscience and engineering. To apply please visit the Centre's project page (http://www.imperial.ac.uk/neurotechnology/cdt/projects/) access the tab "Projects available for Oct 2018" and select the project "Engineering tactile signals to aid hearing in noisy backgrounds.” ------------------------------------------- Tobias Reichenbach Senior Lecturer (Associate Professor) Department of Bioengineering Imperial College London South Kensington Campus SW7 2AZ London, UK http://www.bg.ic.ac.uk/research/reichenbach/

Dec. 6, 2017

PhD or postdoctoral position at the Max Planck Institute for Biological Cybernetics in Tübingen, Germany

by Filip Sobczak

Dear Colleagues, The Department of High-field Magnetic Resonance at the Max Plank Institute for Biological Cybernetics in Tübingen is offering one PhD or postdoctoral position under the supervision of Dr. Xin Yu (Group Leader at MPI for Biological Cybernetics). This position is open now until filled, starting in Jan, 2018. Research Description: Understand and learn to control the brain circuits underlying critical brain states, such as coma or arousal. Potential assignment: a) Build up a real-time bio-feedback controlling system for brain functional studies: i) Neural network system-based signal processing, ii) MR-guided robotic system development, iii) Machine learning-based multi-modal brain signal dynamic prediction. b) Implement the MRI/EEG/calcium recording methods for global brain state monitoring. c) Target specific nuclei with deep brain optogenetic stimulation methods to study circuit-specific brain state neuromodulation: hippocampus, lateral hypothalamus, and VTA. Students with strong computational skills are highly encouraged to apply for this position. Experience with viral transfection, or in vivo. / in vitro. electrophysiology in animal models (rodents) with brain injury is highly desirable. The candidates should bear a certain experience or strong interest 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. The Max Planck Society is an affirmative action/equal opportunity employer, and encourages applications from qualified women and minority candidates. Please send your CV (in English) to Dr. Yu (E-mail: xin.yu(a)tuebingen.mpg.de ). Dr. Yu has published seminal papers on high field MRI functional brain mapping in Nature Neuroscience, Nature Methods, Neuron, PNAS, NeuroImage etc.

Dec. 5, 2017

Postdoctoral Associate Positions in Computational Psychiatry, Virginia Tech Carilion Research Institute

by Pearl Chiu

Postdoctoral Associate Positions in Computational Psychiatry Virginia Tech Carilion Research Institute Multiple postdoctoral associate positions are available immediately in the labs of Dr. Pearl Chiu and Dr. Brooks King-Casas at the Virginia Tech Carilion Research Institute (http://research.vtc.vt.edu/) Projects in the labs use fMRI to examine the neuroscience of motivated behavior and social influences on decision-making with methods from behavioral & computational neuroscience, experimental economics, computational psychiatry, and psychology; ongoing projects examine processes in healthy and psychiatric individuals. Qualified candidates with basic science, theoretical, and/or computational backgrounds are welcome, and training in applied science will be provided; a subset of projects also involve multi-dimensional biomarker development. For interested candidates, the labs provide plentiful opportunities to examine how neurobehavioral anomalies may be quantified and rehabilitated in depression, substance dependence, post-traumatic stress, personality disorders, and at-risk adolescents. The labs are located in the Virginia Tech Carilion Research Institute in Roanoke, VA, just off the Blue Ridge Parkway. The VTCRI provides full access to outstanding infrastructure, including three research-dedicated Siemens 3T scanners and a high-throughput computing cluster. The successful candidate will play a lead role in highly collaborative multidisciplinary scientific efforts. Minimum requirements for the position include: 1) a PhD in computational or cognitive neuroscience, engineering, psychology, experimental economics, or a related field; 2) facility with computational neuroscience, signal processing, Bayesian inference, or machine learning; and 3) demonstrated potential for excellence. Please forward a statement of interest and CV. Three letters of recommendation will be requested from candidates under final consideration. Consideration of applications will begin immediately and will end when the positions are filled. Salary is competitive and will be commensurate with experience and qualifications. Virginia Tech Carilion is an Affirmative Action/Equal Opportunity employer and is committed to cultural diversity and compliance with the Americans with Disabilities Act. Send inquiries and materials to: Pearl Chiu, PhD and Brooks King-Casas, PhD chiup(a)vtc.vt.edu<mailto:chiup@vtc.vt.edu> and bkcasas(a)vtc.vt.edu<mailto:bkcasas@vtc.vt.edu>

Dec. 4, 2017

1 PhD/PostDoc position in neuromorphic systems

by elisabetta chicca

Dear colleagues, 1 PhD/PostDoc position is available at the Neuromorphic Behaving Systems group (https://www.cit-ec.de/en/nbs) Faculty of Technology and Center of Excellence Cognitive Interaction Technology at Bielefeld University. You can find details here: http://uni-bielefeld.de/Universitaet/Aktuelles/Stellenausschreibungen/Anzei… Best regards, Elisabetta Chicca -- Prof. Dr. Elisabetta Chicca CITEC - Bielefeld University Inspiration 1 33619 Bielefeld - Germany Tel.: +49 521 106-12043 Fax : +49 521 106-12348

Dec. 4, 2017