- Comp-neuro - lists.cnsorg.org

Deep learning for video analysis | Postdoc / RA positions available

by Thomas Serre

The computational vision research group, headed by Dr. Thomas Serre at Brown University, has an opening for a research assistant and/or a postdoctoral fellow to work in the area of computer vision and deep learning. The applicant will have the opportunity to develop state-of-the-art machine vision algorithms and join various multi-disciplinary projects ranging from evolutionary biology to behavioral and developmental science. Candidates are expected to have a strong background in modern computer vision and machine learning methods and a solid experience with modern deep learning libraries (tensorflow). An interest in biology and applications of computer vision to the biological sciences would also be a plus but is not a requirement for the position. The start date is negotiable though an early start is strongly preferred. Salary is commensurate with experience and is competitive. Research group: Information about Dr. Serre and his research group can be found at http://serre-lab.clps.brown.edu. Through Brown’s Center for Computation and Visualization (https://www.ccv.brown.edu) our group has access to a state-of-the-art computing facility with includes over 300K GPU cores and over 500 Teraflops of GPU computing power. Application: Please send your applications by email to thomas_serre(a)correct_university_name.edu where ‘correct_university_name’ should be replaced by ‘brown’. Please include a brief statement of interests and a curriculum vita (no letters of reference required at this stage). There is no deadline for the application but applicants are encouraged to apply as soon as possible as the position will be filled as soon as a suitable applicant is found. -- Thomas Serre | GMT -5:00 EDT | T: +1 401-484-0750 Associate Professor of Cog Ling & Psych Sciences | Brown University URL: goo.gl/G69SaF <http://serre-lab.clps.brown.edu> | Google Talk: tserre | Skype: thomas.serre

March 27, 2018

Postdoc position available

by Berends, A.C. (Sander)

Dear all, The Dutch research consortium 'Language in Interaction' is currently recruiting for a 3.5-year postdoctoral researcher position in the field of machine learning. The goal of this project “New Advances in Neural Networks for Coding of Neural Representations” is to advance the state of the art in both encoding and decoding of linguistic and semantic representations using advanced neural network architectures. Your responsibility will be to develop a general computational framework for encoding and decoding neural representations. The framework will make extensive use of state-of-the-art neural networks and other machine-learning techniques, which you will develop throughout this project. The models to be developed will be based on novel and efficient deep, generative and/or recurrent neural network architectures that aim to capture biologically plausible human cognitive processing at an unprecedented level of detail. You will help develop this new research line and assist in teaching and supervising Master’s and PhD students in the ACS lab. This position provides an opportunity to conduct world-class research as a key member of an interdisciplinary team operating at the interface between artificial intelligence and cognitive neuroscience. For more information, please visit: http://www.ru.nl/werken/details/details_vacature_0/?recid=600899 Best regards, Sander Berends Programme Manager - Gravitation Consortium "Language in Interaction" T: +31 (0)24 36 19838 | Radboud University Nijmegen | Donders Institute for Brain, Cognition and Behaviour | Centre for Cognitive Neuroimaging | Kapittelweg 29, 6525 EN, Nijmegen | P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands |

March 27, 2018

2nd International Workshop on Neurodynamics (Ndy’18), September 26-29, 2018 Castro-Urdiales, Spain

by ROBERTO BARRIO

2nd International Workshop on Neurodynamics (Ndy’18) September 26-29, 2018 Castro-Urdiales, Spain http://cody.unizar.es/events/neurodynamics18/ https://www.ciem.unican.es/2nd-international-workshop-neurodynamics *** Scientific committee *** Peter Ashwin, University of Exeter, UK. Roberto Barrio, Universidad de Zaragoza, Spain. Silvia Daun, University of Cologne, Germany. Mathieu Desroches, Inria, Sophia Antipolis, France. Toni Guillamon, Universidad Politécnica de Cataluña, Spain. Serafim Rodrigues, Basque Center of Applied Mathematics, Spain. Neuroscience is nowadays one of the most collaborative and active scientific research fields as it has been increasingly involving the participation of experts from other disciplines. In particular, computational and mathematical aspects of neuroscience are currently playing an important role both in modeling and replicating experimental findings and in explaining the underlying mechanisms of neurophysiological or cognitive processes. Differential equations are ubiquitous in the modeling of such phenomena and, consequently, nonlinear dynamics and dynamical systems techniques become fundamental sources of new mathematical and computational tools to study neuroscience models. The aim of this Second Workshop on Neurodynamics, NDy'18 (first edition was NDy'14) is to present an overview of successful achievements in this rapidly developing collaborative field by putting together different types of applications of nonlinear dynamics (geometrical tools in dynamical systems, numerical methods, computational schemes, dynamical measures,...) to different problems in neuroscience (mononeuronal dynamics, network activity, cognitive problems,...). Additional emphasis will be put on experimental findings seeking for theoretical explanations, and therefore this meeting is focussed on using mathematics as the primary tool for elucidating the fundamental mechanisms responsible for experimentally observed behavior in the applied neurosciences. Importantly, it will draw attention to those pieces of mathematical theory which are likely to be relevant to future studies of the brain. The final goal is spreading together mathematical methodology and neuroscience challenges and stimulating future cross-collaborations among participants, being Mathematical Neuroscience the generic topic for NDy'18. The workshop length will be 4 days, distributed in special sessions and talks, with several round tables on different topics. --------------------------------------------------------------------- *** IMPORTANT DATES *** Short abstract/Title submission deadline 14th May 2018 Acceptance notification 31st May 2018 Payment deadline (reduced fee, 220 Euros) 30th June 2018 Payment deadline (complete fee, 270 Euros) 6th September 2018 The registration includes the coffee-breaks, lunches and social dinner. --------------------------------------------------------------------- Send your abstract as soon as possible (always before May 14th) by e-mail to cody(a)unizar.es *************************************************** Prof. Roberto Barrio Computational Dynamics Group (CoDy) Departamento de Matematica Aplicada University of Zaragoza Edificio de Matematicas, planta tercera. c/ Pedro Cerbuna 12, 50009-Zaragoza SPAIN email: rbarrio(a)unizar.es web: http://cody.unizar.es Tel: (34) 976762480 ***************************************************

March 27, 2018

Public Lists of Open Science Resources + Open Computational Neuroscience Resources

by Austin Soplata

Hello, On GitHub, I've just put up some rather large public lists of: Open Science Resources https://github.com/asoplata/open-science-resources , and Open Computational Neuroscience Resources https://github.com/asoplata/ open-computational-neuroscience-resources That I think could be helpful. Contributions are very welcome! Best, Austin Soplata -- Austin E Soplata Doctoral Candidate in Computational Neuroscience, Boston University L - linkedin.com/in/*austinsoplata* <http://www.linkedin.com/in/austinsoplata> P - 901 486 9833 T - @austinsoplata <https://twitter.com/austinsoplata>

March 26, 2018

Software engineer position

by Tomislav Milekovic

The lab of Prof. Michel at the University of Geneva is offering a software engineer position to work on development and advancement of brain-computer interfaces - devices that link persons' neural activity with computers, robotic limbs or implanted stimulators - with the aim of restoring communication and independence of people with paralysis. The successful candidate will work on several well-funded projects and is expected to transition to other projects in the future as those are initiated. The ideal candidate will have: 1. Degree in Computer Science or Computer Engineering 2. Successfully developed real-life project(s) in C/C++ 3. Experience in interfacing with hardware APIs 4. Experience in development of modular and multithreaded software frameworks that can be easily extended to work with other hardware and other software packages 5. Experience in the development of GUI (Qt, wxWidgets.) 6. Excellent coding standards, following industry best practices regarding code commenting, code documentation, version control, unit and integration tests. The following will also be a plus: 1. Knowledge of linear algebra and related C libraries (LAPAC, BLAS, etc.) 2. Some experience in development of Matlab software 3. Knowledge of real-time operating systems 4. The ability to manage multiple development projects The qualified candidate will benefit from joining a very dynamic and multidisciplinary group working at the interface of software development, engineering, neuroscience, and prosthetics. They will collaborate with several labs and companies of the newly founded Campus Biotech in Geneva. University of Geneva provides state-of-the-art facilities and is one of the leading technical universities worldwide. In addition, University of Geneva offers competitive salaries ranking amongst the highest in the world. Applications including a CV, short motivation letter, and the names and full contact details of two referees should be sent to tomislav.milekovic(a)unige.ch <mailto:tomislav.milekovic@unige.ch> . Link to the job add: https://drive.switch.ch/index.php/s/OHxsPGEDyS6mFYx

March 26, 2018

Clinical neuroengineering postdoc

by Tomislav Milekovic

The lab of Prof. Michel at the University of Geneva is offering a postdoctoral position financed by the Swiss National Science Foundation for up to two years to work on clinical neuroengineering projects aimed at restoring communication and independence of people with tetraplegia and locked-in syndrome using brain-controlled assistive devices and prostheses. The successful applicant will be supervised by Dr. Tomislav Milekovic, a junior group leader under the senior supervision of Prof. Christoph Michel. They will work to develop and advance brain-computer interfaces based on electroencephalography (EEG) and intracortical microelectrode array recordings. These brain-computer interfaces will utilize adaptive decoders in order to restore independence of people with locked-in syndrome. The ideal candidate will have: 1. Background in computational/theoretical neuroscience, physics or mathematics 2. Experience in the quantitative analysis of electrophysiological neural signals (EEG, ECoG, LFP, spikes) 3. Experience in assembling and maintaining brain-computer interface systems 4. Leading brain-computer interface experiments with human or animal subjects 5. Experience in developing and using neural decoders 6. Experience in C/C++ software development The qualified candidate will benefit from joining a very dynamic and multidisciplinary group working at the interface of neuroscience, engineering and prosthetics. They will collaborate with several labs of the newly founded Campus Biotech in Geneva, and be strongly supported by the Wyss center for Bio and Neuroengineering led by Prof. John Donoghue. University of Geneva provides state-of-the-art facilities is one of the leading technical universities worldwide. In addition, University of Geneva offers competitive postdoctoral salaries ranking amongst the highest in the world. Applications including a CV, statement of research interests, and the names and full contact details of two referees should be sent to <mailto:tomislav.milekovic@unige.ch> tomislav.milekovic(a)unige.ch. Link to the job add: https://drive.switch.ch/index.php/s/GUmf8l7fkYUXCyh

March 26, 2018

Applied computational neurophysiology postdoc

by Tomislav Milekovic

The lab of Prof. Michel at the University of Geneva is offering a postdoctoral position financed by the Wyss Center for Bio and Neuroengineering for up to two years. The successfully candidate will work on: 1. Analysis of intracortical microelectrode and ECoG recordings of people with paralysis and non-human primate models of neurological injuries and disorders. 2. Leveraging the gained knowledge to develop and advance methods for brain-controlled neuroprostheses. The successful applicant will be supervised by Dr. Tomislav Milekovic, a junior group leader under the senior supervision of Prof. Christoph Michel. The ideal candidate will have: 1. Background in computational/theoretical neuroscience, physics or mathematics 2. Experience in the quantitative analysis of electrophysiological neural signals (EEG, ECoG, LFP, spikes) 3. Expertise in development and testing of data processing and decoding computational algorithms for brain-computer interfaces 4. Experience in using computer clusters 5. Experience in Matlab The qualified candidate will benefit from joining a very dynamic and multidisciplinary group working at the interface of neuroscience, engineering and prosthetics. They will collaborate with several labs of the newly founded Campus Biotech in Geneva, and be strongly supported by the Wyss center for Bio and Neuroengineering led by Prof. John Donoghue. University of Geneva provides state-of-the-art facilities is one of the leading technical universities worldwide. In addition, University of Geneva offers competitive postdoctoral salaries ranking amongst the highest in the world. Applications including a CV, statement of research interests, and the names and full contact details of two referees should be sent to <mailto:tomislav.milekovic@unige.ch> tomislav.milekovic(a)unige.ch. Link to the job add: https://drive.switch.ch/index.php/s/gxTk2BjEd2rovZc

March 26, 2018

[meetings] [LM2018] last week for submission!

by Vicky Vouloutsi

Dear colleagues, Please find below the second call for participation to the 7th edition of Living Machines. Apologies for cross-posting but please share this announcement with your colleagues. *Deadline extended: March 30* Looking forward to seeing you in Paris! ------------------------------------------------------------ ------------------------------------------ *third Call for Papers, Satellite Events and Sponsors* *Living Machines VII: The 7th International Conference on Biomimetic and Biohybrid Systems* *16 – 19 July 2018* To be hosted at the Museum National D’Histoire Naturelle, Grand Amphitéâtre du Museum, and UPMC, Paris, France, EU Accepted papers will be published in Springer *Lecture Notes in Artificial Intelligence* Submission deadline: March 30th, 2018 http://livingmachinesconference.eu/2018 ____________________________________________________________ _________________ *ABOUT LIVING MACHINES 2018* The development of future real-world technologies will depend strongly on our understanding and harnessing of the principles underlying living systems and the flow of communication signals between living and artificial systems. *Biomimetics* is the development of novel technologies through the distillation of principles from the study of biological systems. The investigation of biomimetic systems can serve two complementary goals. First, a suitably designed and configured biomimetic artefact can be used to test theories about the natural system of interest. Second, biomimetic technologies can provide useful, elegant and efficient solutions to unsolved challenges in science and engineering. *Biohybrid* systems are formed by combining at least one biological component—an existing living system—and at least one artificial, newly-engineered component. By passing information in one or both directions, such a system forms a new hybrid bio-artificial entity. The theme of the conference also encompasses biomimetic methods for manufacture, repair and recycling inspired by natural processes such as reproduction, digestion, morphogenesis and metamorphosis. The following are some examples of “Living Machines” as featured at past conferences: • Biomimetic robots and their component technologies (sensors, actuators, processors) that can interact with their physical and social environments. • Biomimetic computers and architectures —neuromimetic emulations of the physiological basis for complex adaptive behaviour. • Active biomimetic materials and structures that self-organize and self-repair. • Nature-based designs and manufacturing processes. • Biohybrid brain-machine interfaces and neuronal implants and neuroprosthetics. • Artificial organs and body-parts including sensory organ-chip hybrids and advanced prostheses and cyber-physical systems. • Organism-level biohybrids and symbiosis such as robot-animal or robot-human systems. *ACTIVITIES* The main conference will take the form of a *three-day single-track oral * and* poster presentation programme*, 17th to 19th July 2018, Museum National D’Histoire Naturelle, Grand Amphitéâtre du Museum, and UPMC, Paris, France, EU. The conference programme will include *five plenary lectures* from leading international researchers in biomimetic and biohybrid systems, and the demonstrations of state-of-the-art living machine technologies. The full conference will be preceded by up to two days of *Satellite Events* hosted at École Normale Supérieure, Paris. *SUBMITTING TO LIVING MACHINES 2018* We invite both *full papers* and *extended abstracts *in areas related to the conference themes. All contributions will be refereed, and accepted papers will appear in the Living Machines Proceedings, published in the* Springer-Verlag Lecture Notes in Artificial Intelligence.* Full papers (minimum 8 pages, up to 12 pages) are invited from researchers at any stage in their career and should present significant findings and advances in biomimetic or biohybrid research. More preliminary work is better suited for short paper submission (minimum 4 pages, with a maximum of ten references and no more than three self-citations). Full papers will be accepted for either oral presentation (single track) or poster presentation with a short podium preview. Extended abstracts will be accepted for poster presentation only. Authors of the best full papers will be invited to submitted extended versions of their paper for publication in a special issue of the Taylor & Francis journal *Connection Science*. *Satellite events* Active researchers in biomimetic and biohybrid systems are invited to propose topics for full or half-day* tutorials, symposia *or *workshops *on related themes to be held on the 16th July at the École Normale Supérieure in Paris (Http://www.ens.fr/en) Attendance at satellite events will attract a small fee intended to cover the costs of the meeting. There is flexibility about the content, organisation, and budgeting for these events. Please contact us if you are interested in organising a satellite event! *EXPECTED DEADLINES* March 30th, 2018 Paper submission deadline April 28th, 2018 Notification of acceptance May 15th, 2018 Camera-ready copy July 16th – 19th, 2018 Workshops and Conference *SPONSORSHIP* Organisations wishing to sponsor the conference in any way and gain the corresponding benefits by promoting themselves and their products through conference publications, conference events, and conference publicity are encouraged to contact the organisers to discuss the terms of sponsorship and necessary arrangements. We also offer a number of attractive options to potential sponsors. *VENUE* Consistent with the Living Machines’ tradition of choosing historical venues at the crossroads between life and human sciences, this year the conference will take place at the Museum National D’Histoire Naturelle ( http://www.mnhn.fr) a historical museum located in the heart of Paris that for almost 400 years has focused on nature and its relationship with humans. The museum is immersed in history, yet at the heart of current affairs, and is also working to be projected towards the future. Poster sessions will be organized at UPMC. *Organising Committee:* *Jose Halloy*, Université Paris Diderot (Local Organizing Chair) *Paul Verschure*, IBEC-BIST (Co-Chair) *Tony Prescott*, University of Sheffield (Steering Committee) *Vicky Vouloutsi,* IBEC-BIST, Barcelona (Programme Chair) *Michael Mangan*, University of Lincoln (Programme Co-Chair) *Nathan Lepora*, University of Bristol (Communications) *Anna Mura*, IBEC-BIST, Barcelona (Web and Communications) *Local* *Organising Committee:* *Stéphane Doncieux*, Prof. UMPC, ISIR *Benoît Girard*, DR CNRS, UPMC, ISIR *Emmanuelle Pouydebat*, DR CNRS, Muséum d’Histoire Naturelle *Vincent Bels*, Prof. Muséum d’Histoire Naturelle -- Vicky Vouloutsi, PhD Postdoc Researcher at the laboratory for Synthetic Perceptive, Emotive and Cognitive Systems (SPECS)

March 26, 2018

Post-doc positions in Neuromorphic Engineering - SINAPSE/NUS/Singapore

by Andrei Nakagawa

Dear all, On behalf of the* Singapore Institute for Neurotechnology (SINAPSE)*, I would like to present an opportunity for Postdoctoral Researchers. The Singapore Institute for Neurotechnology (SINAPSE) ( www.sinapseinstitute.org) at the National University of Singapore (NUS) is looking to hire *two* Postdoctoral Research Associates to enhance their research efforts in *neuromorphic engineering,* *neuromorphic sensing, robotics and prosthetics. * The areas of expertise and experience include: - Integrating multi-modal sensing to improve navigation, manipulation or movement; - Deploying machine learning architectures on robotic/prosthetic devices. - Designing novel mechanisms, for hands and grippers, integrating visual, tactile and haptic sensing; - Implementing bimanual object manipulation algorithms; - Designing spike-based machine learning algorithms. Candidates should have a PhD in engineering, science or related field, have experience in designing complex hardware software systems and developing and applying machine learning architectures for tasks such as object detection (visual/tactile), object tracking and object manipulation. In addition, candidates should have good collaborative and communication skills and be able to work in an interdisciplinary team. We are seeking for creative and imaginative people that are passionate about integrating hardware and software to build biologically inspired systems that perceive, act, and interact with the environment; deploying state-of-the-art machine learning on devices in the real world. We are offering competitive salaries contract and relocation assistance. These are positions without teaching obligations, however applicants with academic aspirations will have the opportunity to supervise undergraduate and graduate students, organize and take part in workshops, and electively get involved in research grants or industry partnerships. To indicate interest, please send a CV to: *Dr. Alcimar Soares* *email: alcimar.soares(a)gmail.com <alcimar.soares(a)gmail.com>.* *Applications will be accepted until the position is filled.* *Environment* SINAPSE is a very exciting place to develop high level and novel research. The lab brings together engineers, scientists and clinical researchers with a common goal of making an impact on society, focused on Neurotechnologies for basic science, clinical application and commercialization. Here, you would find an array of advanced technology: microelectronics for building neural interfaces, imaging tools and technologies for studying function and dysfunction of brain, optical methods for manipulating the nervous system, cognitive and computational methods for assessing neural/brain function, robotics for rehabilitation and neuromorphic systems for modeling the nervous system to inspire the next generation of robots and intelligent machines. The National University of Singapore (NUS) is the leading engineering and scientific institution in Asia centered upon education and basic research. Kind regards, *Andrei Nakagawa Silva, MSc* Singapore Institute for Neurotechnology - SINAPSE National University of Singapore - NUS URL: http://www.sinapseinstitute.org Biomedical Engineering Lab Federal University of Uberlandia URL: http://www.biolab.eletrica.ufu.br/en Contact Skype: andrei.nakagawa1 Phone: +65 9397-7263

March 26, 2018

[jobs] Start-up in Berlin seeks biologists for multiple open positions (senior and junior)

by Arnab Chakrabarty

Start-up in Berlin seeks biologists for multiple open positions (senior and junior) neuraltrain GmbH is a newly founded digital health start-up based in Berlin developing innovative, digital mental health solutions. We are looking for biologist(s)/neuroscientist(s) for one of the current projects on a digital therapy solution in depression and affective disorders. Start dates are as soon as possible. RESPONSIBILITIES: * Design, conduct, analyse and present experimental research from the project * In-depth literature review and meta-analyses; in particular, brain oscillations, psychophysics, perceptual learning, depression, internet-based therapy interventions are topics of relevance * Identification and establishment of scientific collaboration with academic partners * Writing reports, grants, publications in English WE DESIRE: * PhD in Neurosciences/ Psychology/ Biology; fresh graduates and post-docs are particularly encouraged to apply * Expertise in the following areas: neuronal oscillations, affective sciences, psychophysics, perceptual learning, EEG, EMG, skin conductance experiments and Depression. * Programming and some app development experience is a strong plus * Experience as an independent researcher in any of the above areas * Knowledge of Python and/or willingness to learn, strong statistical and analytical skills * Entrepreneurial mentality and an ownership/stakeholder attitude to get things done * Knowledge of 'key opinion leaders' in depression and psychiatry, psychology, brain oscillations is a plus You do not have to match all the criteria to apply. We will assess your fit on a case by case basis. We are an equal opportunities employer and favour diversity. We offer a young and dynamic working environment in a hip and exciting co-working space called MINDSPACE right in the heart of Berlin. We are a small, but growing team and are very well-connected in the Digital Health ecosystem. We offer enough flexibility to grow personally and professionally. Location: Berlin Position: Full-time If you feel addressed by this job description, feel encouraged to get in touch at chakrabarty(a)neuraltrain.de<mailto:chakrabarty@neuraltrain.de> with your CV and cover letter describing your motivation for the project and digital health. Dr. Arnab Chakrabarty Founder and CEO, neuraltrain GmbH --- Contact Details: Dr. Arnab Chakrabarty CEO, neuraltrain GmbH Phone: +49 (0)160 97041155 Email: chakrabarty(a)neuraltrain.de<mailto:chakrabarty@neuraltrain.de> --- Company Details: Address: neuraltrain GmbH, c/o F.H. Incubator GmbH, Friedrichstr. 68, 10117 Berlin, Germany Registered at Handelsregister des Registergerichts Charlottenburg; Registernummer: HRB 191630 B UStID: Pending Managing Director: Dr. Arnab Chakrabarty --- This e-mail and any attachment is for authorised use by the intended recipient(s) only. It may contain proprietary material, confidential information and/or be subject to company privilege. It should not be copied, disclosed to, retained or used by, any other party. If you are not an intended recipient then please promptly delete this e-mail and any attachment and all copies and inform the sender. Thank you.

March 26, 2018