February 2020 - Comp-neuro - lists.cnsorg.org

Vacancies in learning methods for hierarchical cognitive processing
by Pieter Roelfsema 23 Feb '20

23 Feb '20

We have exciting opportunities for 3 PhD-student or postdocs to work on Architectures and learning methods for hierarchical cognitive processing Project description Our recent theoretical insights have allowed a preliminary understanding of how animals learn to represent and memorize the key features of sensory stimuli for the guidance of action based on reinforcement learning (Rombouts et al. PloS Comp Biol 2015; Holtmaat & Roelfsema, Nature Reviews Neuroscience, 2018). The present project focuses on the hierarchical learning of cognitive subroutines, which can be incorporated into larger routines, by trial and error. We aim to develop a biologically plausible learning rules that endow neural networks with the possibility to learn hierarchical task structures and learn and execute cognitive tasks. Topics of interest include - the role of learnable/flexible working memory models in learning and executing hierarchically structures routines. The project is a collaboration between in the Vision & Cognition group (Dr. Pieter Roelfsema) at the Netherlands Institute for Neuroscience and the Machine Learning Lab at the Centrum Wiskunde & Informatica in Amsterdam (Dr. Sander Bohte). We expect from you: You are highly motivated, have a solid computational background, an interest in cognitive neuroscience and good programming skills. You should expect from us: The position involves a temporary appointment for 3-4 years. The first appointment is for one year with extension for the remaining period pending on an evaluation. We offer a competitive salary with excellent secondary benefits and friendly taxes, and also an extremely friendly, interactive and international working environment. Amsterdam is one of Europe's most beautiful and livable cities where almost everybody speaks and understands English, so that candidates need not be afraid of the language barrier. Environment About the NIN The Netherlands Institute for Neuroscience (www.nin.nl) is the country’s leading fundamental neuroscience research institute. It provides a critical mass of scientists and neuroscience technologies, together with a highly interactive, dynamic, multi-cultural environment. English is the working language of all research groups. Amsterdam is an internationally oriented city and an attractive, progressive and easy-to-integrate environment. The research groups have members from more than 27 nations with backgrounds ranging from philosophy to engineering. For more information about the Vision & Cognition groep visit our https://herseninstituut.nl/onderzoek/onderzoeksgroepen/roelfsema-groep/ About Centrum Wiskunde & Informatica Centrum Wiskunde & Informatica (CWI) is the Dutch national research institute for mathematics and computer science and is part of the Institutes Organisation of NWO. The mission of CWI is to conduct pioneering research in mathematics and computer science, generating new knowledge in these fields and conveying it to trade, industry, and society at large. CWI is an internationally oriented institute, with 160 scientists from approximately 27 countries. The facilities are first-rate and include excellent IT support, career planning, training, and courses. CWI is located at Science Park Amsterdam that is presently developing into a major location of research in the natural sciences in The Netherlands, housing the sciences of the University of Amsterdam and of the Vrije Universiteit as well as several other national research institutes next to CWI. For more information about the CWI ML research group at CWI, please visit our https://www.cwi.nl/research/groups/networks-and-optimization/networks-and-o… Appointment We offer an exciting job at a dynamic research institute and an attractive package of fringe benefits. The position is for a period of 3 or 4 years in total for a postdoctoral researcher or PhD-student, respectively. The first appointment is for one year with an extension for the remaining period pending on an evaluation. Salary The salary will be commensurate with experience and institutional guidelines based on the Collective Labour Agreement for Dutch Universities; CAO NU). Full time monthly salary for a PhD student is € 2.325,- in the 1st year to € 2.979,- in the 4th year before taxes. The starting salary for a postdoctoral researcher depends on experience and ranges from € 3.123,- to € 4.274,-.- before taxes. A 8% holiday allowance and 8.3% year-end bonus are excluded. A 8% holiday allowance and 8.3% year-end bonus are excluded. We offer travel expenses, paid parental leave, flexible working hours, 30 days paid leave per year and help by finding a house. Starting date The position is available from April 2020. To apply Please, send your application to l.van.der.vecht(a)nin.knaw.nl including: 1. A Curriculum Vitae 2. An application letter 3. Two reference letters Evaluation of candidates will begin immediately, and continue until the position is filled. We aim to fill the position between April and July 2020. All qualified applicants will receive consideration for employment without regard to race, religion, sexual orientation, nationality, disability, etc. Any acquisition further to this advertisement will not be appreciated.

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PhD positions in Interactive AI CDT
by Rui Ponte Costa 22 Feb '20

22 Feb '20

We are looking to recruit PhD students for our unique EPSRC-funded Centre for Doctoral Training in Interactive Artificial Intelligence at the University of Bristol, UK. The IAI Centre in a nutshell Building on Bristol’s world-leading expertise in AI, machine learning, neuroscience and human-computer interaction, the Centre for Doctoral Training in Interactive Artificial Intelligence offers PhD studentships that will train you to become a leader in human-in-the-loop and interpretable AI systems. This unique Centre is based in the School of Computer Science, Electrical and Electronic Engineering and Engineering Mathematics. Its mission is to deliver cohorts of highly-trained PhD graduates with the skills to design and implement complex interactive AI pipelines solving societally and scientific important problems. After the taught first year, covering foundational topics in data-driven AI, knowledge-driven AI, human-AI interaction and responsible AI, you will undertake a 3-year research project, supervised by one of the 60 academics in the supervisory network and in close collaboration with one or more external partners. The Centre partners with a wide range of external organisations including Alan Turing Institute, Microsoft Research, Amazon Research, Dyson, Thales, and many others. How to apply Applicants must hold/achieve a minimum of an upper-second class honours degree in a relevant discipline (e.g., computer science, engineering, mathematics, statistics). Enhanced EPSRC studentships covering fees and living costs are available to UK / EU students (EU citizens are eligible if they have lived in the UK for at least 3 years; a small percentage of positions can also be considered for non-UK/EU candidates). For full details, contact information and on-line applications, navigate to www.bristol.ac.uk/cdt/interactive-ai<https://www.findaphd.com/common/clickCount.aspx?theid=4377&type=185&url=htt…>. Deadline: 2nd March 2020, 00:00 (GMT) For admission enquires please contact iai-cdt-admissions(a)bristol.ac.uk<mailto:iai-cdt-admissions@bristol.ac.uk>. For more informal inquires feel free to contact academics affiliated with the program. Best wishes, Bristol Computational Neuroscience Unit<http://bristolcnu.github.io/> SCEEM | Faculty of Engineering & Bristol Neuroscience, University of Bristol, UK

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Postdoc and PhD positions on Biological Deep Learning
by Walter Senn 22 Feb '20

22 Feb '20

Dear all A postdoc and two PhD positions devoted to the modeling of learning in deep cortical networks are available in our Computational Neuroscience labs at the University of Bern, Switzerland. Our research is focused on biologically realistic models of spatio-temporal processing in recurrent cortical networks and their relation to reinforcement learning, Bayesian computing, learning to learn, and neuromorphic implementations. The positions are part of the European Human Brain Project and are available from April 1st, 2020, for 3 years (extendable through other funding). We offer a stimulating environment with three research groups in theoretical and computational neuroscience, along with experimental neuroscience at the same Department of Physiology (physio.unibe.ch/gruppen.aspx <http://physio.unibe.ch/gruppen.aspx>), as well as close collaboration with other labs in neuroscience, artificial intelligence and neuromorphic engineering. Ideal candidates should have a strong background in computational neuroscience, machine learning, applied mathematics and/or physics. Please send your CV, publication list, letter of motivation and contact information for at least two references to Walter Senn (walter.senn(a)pyl.unibe.ch <mailto:walter.senn@pyl.unibe.ch>) and Mihai Petrovici (mihai.petrovici(a)pyl.unibe.ch <mailto:mihai.petrovici@pyl.unibe.ch>), with cc to Sabine Herzog (sabine.herzog(a)pyl.unibe.ch <mailto:sabine.herzog@pyl.unibe.ch>). The first evaluation round will begin on March 23rd, 2020. The positions will remain open until filled. With best regards, Mihai Petrovici and Walter Senn

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Postdoc fellowship in parallel computing and neural simulation at Chemnitz University of Technology
by Julien Vitay 21 Feb '20

21 Feb '20

Apologies for cross-posting ******************************* A PostDoc position is available at Chemnitz University of Technology in the Department of Computer Science within the Professorship of Artificial Intelligence. He or she should have a Ph.D. in computer science or related fields. Exceptionally, we can also consider Ph.D. candidates in case of extremely good qualifications. The candidate is expected to contribute to research in auto-tuning mechanisms on different hardware platforms to implement biologically inspired neural networks. Thus, a very good experience in parallel computing is absolutely required. Further, the candidate should have an interest in computational neuroscience, particularly at the implementation level of large-scale neural networks. Prior experience with neural simulation tools, e.g. ANNarchy (Vitay, Dinkelbach, Hamker, 2015), NEST or Brian, is advantageous. Good English language skills are necessary. German is initially not required. Funding is obtained from a research project “Auto-tuning for neural simulations on different parallel hardware" from the German research foundation (DFG), coordinated by Dr. Vitay and Prof. Dr. Hamker. The salary is according to German standards (E 13 TV-L). An association with the CRC 1410 Hybrid Societies (https://www.tu-chemnitz.de/hybrid-societies/) is conceivable. The position is initially until 30.06.2021, but extensions are possible. The starting date is May 2020 or soon thereafter. Chemnitz is the third-largest city of the state of Saxony and close to scenic mountains. Major cities nearby are Leipzig and Dresden with a rich tradition of music and culture. Applications should be sent by email (preferably in PDF format) to ( fred.hamker(a)informatik.tu-chemnitz.de). The deadline is on 15.03.2020, but applications will be considered until the position is filled. In addition to a CV, the candidate should provide a detailed description of his/her experience in parallel computing. References: Vitay, J., Dinkelbach, H. U., Hamker, F. H. (2015), ANNarchy: a code generation approach to neural simulations on parallel hardware, Frontiers in Neuroinformatics , 9, 19, doi:10.3389/fninf.2015.00019 -- Professur Künstliche Intelligenz Fakultät für Informatik Technische Universität Chemnitz Straße der Nationen 62 | R. 1/348 (neu: A12.348) 09111 Chemnitz Germany Tel: +49 371 531-39468 Fax: +49 371 531-839468 www.tu-chemnitz.de/~vitay

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Nottingham DTC in AI, PhD positions
by Mark van Rossum 20 Feb '20

20 Feb '20

Dear all Applications are invited from UK/EU students for a number of fully-funded PhD studentships in the first cohort of the Nottingham Doctoral Training Centre in Artificial Intelligence, based within the School of Computer Science at the University of Nottingham, starting in autumn 2020. These studentships will start on 1 October 2020 and will be four years in duration. https://www.nottingham.ac.uk/jobs/currentvacancies/ref/SCI1934 A full list of topics that applicants are asked to rank in terms of interest is listed here: https://www.nottingham.ac.uk/computerscience/studywithus/postgraduateresear… Deadline is very fast: 28 Feb. We might run a second round of recruitment in April/May. This message and any attachment are intended solely for the addressee and may contain confidential information. If you have received this message in error, please contact the sender and delete the email and attachment. Any views or opinions expressed by the author of this email do not necessarily reflect the views of the University of Nottingham. Email communications with the University of Nottingham may be monitored where permitted by law.

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Two postdoctoral positions Essex Brain-Computer Interfaces and Neural Engineering Laboratory
by Poli, Riccardo 19 Feb '20

19 Feb '20

Hi, The Brain-Computer Interfaces and Neural Engineering laboratory of the University of Essex is happy to announce two<https://vacancies.essex.ac.uk/tlive_webrecruitment/wrd/run/ETREC107GF.open?…> postdoctoral positions<https://vacancies.essex.ac.uk/tlive_webrecruitment/wrd/run/ETREC107GF.open?…> in the $5M project "Adaptive joint cognitive systems for complex and strategic decision making: building trust in human-machine teams through brain-computer-interface augmentation, social interaction and mutual learning". The project is supported by the Bilateral Academic Research Initiative (BARI) programme which is jointly funded by the US Department of Defense and the UK Ministry of Defence. The project is in partnership with the University of Oxford, the University of Southern California, the University of California Berkeley, Harvard Medical School and the University of Massachusetts Medical School. The Essex part of the project covers the following areas: * Neural and behavioural correlates of metacognition, trust, conformity, errors and low-confidence judgements; Brain-Computer Interfaces (BCI); decoding mental states associated with decision-making processes; signal processing and extraction of information from EEG and other physiological signals. * Behavioural, physiological and neural markers of effective group cooperation; effects of different levels and forms of social interaction on group performance; team and teamwork performance indicators; integrating team-member decisions; optimally communicating group decisions and states. * Reinforcement and interpretable machine learning; predictive uncertainty; surrogate ground truth. Duties will include: designing and implementing software for the execution of experiments with audio-visual and textual stimulation; researching and developing robust algorithms for signal processing, statistical inference and extraction of information from EEG and other physiological signals; and producing high-quality journal and conference papers and presentations. Please, feel free to contact me for any questions. I am the PI of the project. Many thanks Riccardo -- -- ---------------------------------------------------------------------- Prof Riccardo Poli E-mail: rpoli(a)essex.ac.uk<mailto:rpoli@essex.ac.uk> School of Computer Science and Electronic Engineering University of Essex Telephone: (01206) 872338 Wivenhoe Park Facsimile: (01206) 872788 Colchester CO4 3SQ, UK http://csee.essex.ac.uk/staff/rpoli/ ----------------------------------------------------------------------

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Two postdoctoral positions in cellular electrophysiology and neurobiology at SISSA, Italy
by Michele Giugliano 19 Feb '20

19 Feb '20

Apologies for cross posting Two postdoctoral positions in cellular electrophysiology and neurobiology ------------------------------------------------------------------------------------------------- Two postdoctoral positions are available immediately at the Neuroscience Area of SISSA - the International School for Advanced Studies, in the lab of Neuronal Dynamics head by Dr. Michele GIUGLIANO. Both positions are funded for up to 38 months each, on a newly funded EC-Horizon 2020 project called "Ionic Neuromodulation For Epilepsy Treatment (IN-FET)". This project combines neurobiology, nanotechnologies, electrochemistry, and electronics together towards a novel breakthrough technology in brain modulation. At SISSA, we aim at experimentally validating novel routes for cellular and microcircuit stimulation or suppression, in collaboration with a consortium of partners which includes IBM Research Zurich, the University of Geneva, the University of Sheffield, and the Inter-university consortium for Nanoelectronics. We thus search for experts in in vitro electrophysiology (substrate-integrated microelectrode arrays) and patch-clamp recordings (dissociated cell cultures, acute and organotypic brain tissue slices) with a strong background in quantitative data analysis and an interest for interdisciplinary research. The deadline for the application is 19/03/2020 and the link to apply is https://pica.cineca.it/sissa/ar-fe-neur-17-2020/ <https://pica.cineca.it/sissa/ar-fe-neur-17-2020/> More information at: https://www.sissa.it/bandi/selezione-pubblica-titoli-colloquio-conferimento… <https://www.sissa.it/bandi/selezione-pubblica-titoli-colloquio-conferimento…> For any scientific information, email to michele.giugliano(a)sissa.it <mailto:michele.giugliano@sissa.it> For any administrative information, email to assegniricerca(a)sissa.it <mailto:assegniricerca@sissa.it>

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Neural coding in high dimensional, nonlinear systems workshop in Paris
by Trang-Anh Nghiem 19 Feb '20

19 Feb '20

Dear Colleagues, We are delighted to announce that our workshop on *neural coding in high dimensional, nonlinear systems* will be held on *March 24th-25 2020*. The event is organised by the European Institute for Theoretical Neuroscience (EITN) and will take place at the Institute for Advanced Study (IAS) on the Île Saint-Louis in central Paris. *Conference abstract* In this workshop we address mechanisms by which brains encode information. We will discuss how neurons - leaky, stochastic channels - interact nonlinearly to entrain synchrony and resonance phenomena thereby reducing dimensionality in dynamics of the cell assemblies coding particular representations. From unconscious to conscious brain states, spontaneous neural signals increase in dimensionality. Since neural codes likely lie on low dimensional manifolds, we explore collapses in dimensionality within encoding networks as mechanisms supporting neural information specifically in conscious states. We aim to bring together researchers in neuroscience, mathematics, physics, and computer science to explore substrates promoting self-organization of neural dynamics, toward a robust understanding of neural codes important for reverse engineering next generation biomimetic computing architectures. *Confirmed speakers*- Mallory Carlu (Centre National de la Recherche Scientifique) - Damien Depannemaecker (Centre National de la Recherche Scientifique) - Alain Destexhe (Centre National de la Recherche Scientifique) - Leon Glass (McGill University) - Jennifer Goldman (Centre National de la Recherche Scientifique) - Julie Grollier (Centre National de la Recherche Scientifique/Thales) - Hermann Haken (Universität Stuttgart) - Vincent Hakim (Ecole Normale Supérieure de Paris) - Viktor Jirsa (Aix-Marseille University) - Trang-Anh Nghiem (Ecole Normale Supérieure de Paris) - Maris Ozols (University of Amsterdam) - Wolf Singer (Ernst Strüngmann Institute, Max Planck Society) - David Ruelle (Paris-Saclay University) - Núria Tort-Colet (Centre National de la Recherche Scientifique) - Sacha van Albada (Forschungszentrum Jülich) *Attendance is free but registration is mandatory due to a limited number of seats. To apply for registration, please visit the conference website*: https://neuralcoding.sciencesconf.org/. Looking forward, Best wishes, The organisers: Jennifer S. Goldman, Trang-Anh E. Nghiem, Alain Destexhe, Wolf Singer, with the support of the Paris IAS

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CAMP@Bangalore 2020 Course Announcement
by U.S.Bhalla 19 Feb '20

19 Feb '20

Dear Colleagues, We would like to announce CAMP@Bangalore 2020 from 29 June 2020 to 14 July 2020. CAMP (Computational Approaches to Memory and Plasticity at NCBS, Bangalore) is a 16-day summer school where students will be trained in theoretical and computational modeling, pertaining to memory and plasticity in the brain, spanning different scales of space, time and complexity. This flavor of CAMP will focus on — Hippocampus beyond Space, and Dimensionality & Manifolds. The course will have lectures, hands-on tutorials, and project work to launch students into the exciting field of computational neuroscience. The course is supported by the Simons Foundation. Students worldwide are encouraged to apply. Accommodation and food will be free for the selected students. There is no registration fee. Students are advised to obtain independent travel grants. Application deadline: 5 March 2020. Referee letters must reach by 7 March 2020 Speakers: Aaron Batista, University of Pittsburgh, USA Alessandro Treves, SISSA, Italy Collins Assisi, IISER Pune, India Kishore Kuchibhotla, Johns Hopkins University, USA Marianne Fyhn, University of Oslo, Norway Marlene Bartos, University of Freiburg, Germany Sachin Deshmukh, IISc Bangalore, India Srdjan Ostojic, ENS Paris, France Suhita Nadkarni, IISER Pune, India Taro Toyoijumi, RIKEN, Japan Torkel Hafting, University of Oslo, Norway Visit the course website http://camp.ncbs.res.in/ for more details about the course and previous CAMPs. Course Organizers: Arvind Kumar (KTH Stockholm) Rishikesh Narayanan (Indian Institute of Science, Bangalore) Upinder Bhalla (National Centre for Biological Sciences, Bangalore) Best, Organizers CAMP 2020 Course http://camp.ncbs.res.in/

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DENDRITES 2020: Call for Abstracts extended to Feb. 22nd, 2020
by Yiota Poirazi 19 Feb '20

19 Feb '20

Dear friends and colleagues, in response to multiple requests, the deadline for abstract submission to DENDRITES 2020 has been extended to February 22nd. Few spots are available for oral presentations by young students/postdocs, to be based on selected abstracts. DENDRITES 2020 EMBO Workshop on Dendritic Anatomy, Molecules and Function Heraklion, Crete, Greece 27-30 June 2020 http://meetings.embo.org/event/20-dendrites We look forward to welcoming you to Heraklion for another exciting meeting on dendrites and beyond! on behalf of the organizers, Yiota Poirazi -------- Panayiota Poirazi, Ph.D. Research Director Institute of Molecular Biology and Biotechnology (IMBB) Foundation of Research and Technology-Hellas (FORTH) Vassilika Vouton, P.O.Box 1385, GR 70013, Heraklion, Crete GREECE Tel: +30 2810 391139 Fax: +30 2810 391101 Εmail: poirazi(a)imbb.forth.gr Lab site: www.dendrites.gr

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