- Comp-neuro - lists.cnsorg.org

Gatsby Unit PhD Programme in Theoretical Neuroscience and Machine Learning -- deadline 13 November

by Maneesh Sahani

Applications to the Gatsby Unit PhD programme close soon. See www.ucl.ac.uk/gatsby/study-and-work/phd-programme The Gatsby Unit is a leading research centre focused on theoretical neuroscience and machine learning. We study (un)supervised and reinforcement learning in brains and machines; inference, coding and neural dynamics; Bayesian and kernel methods, and deep learning; with applications to the analysis of perceptual processing and cognition, neural data, signal and image processing, machine vision, network data and nonparametric hypothesis testing. The unit provides a unique opportunity for a critical mass of theoreticians to interact closely with one another, with the Sainsbury Wellcome Centre for Neural Circuits and Behaviour (SWC), the Centre for Computational Statistics and Machine Learning (CSML), other research groups in related UCL departments, and the nearby Alan Turing and Francis Crick Institutes. Students complete a 4-year PhD in either machine learning or theoretical neuroscience, with minor emphasis in the complementary field. Courses in the first year provide a comprehensive introduction to both fields and systems neuroscience. Students are encouraged to work and interact closely with researchers at the SWC and/or CSML to take advantage of this uniquely multidisciplinary research environment. Applicants should have a strong analytical and quantitative background, a keen interest in neuroscience, machine learning or both, and a relevant first degree, for example in Mathematics, Statistics, Computer Science, Engineering, Physics, Neuroscience or Cognitive Psychology. Full funding is available regardless of nationality. The unit also welcomes applicants who have secured or are seeking funding from other sources. Applications should be submitted directly via our online portal. -- Maneesh Sahani, Ph.D. Professor of Theoretical Neuroscience and Machine Learning Director, Gatsby Computational Neuroscience Unit, UCL 25 Howland Street, London W1T 4JG

Nov. 4, 2022

IBI Data Governance Symposium at Neuroscience 2022 San Diego, Nov. 14, 18:30-

by Kenji Doya

If you are attending Neuroscience 2022 in San Diego, please come join the satellite symposium by International Brain Initiative (IBI) Data Standards and Sharing Working Group: Developing an International Data Governance Framework to Accelerate Global Neuroscience Research https://brainminds-beyond.jp/satelliteopen@sfn_2022_ibi_data_WG.html Monday, November 14th, 2022, 18:30 – 20:40 PST Hilton San Diego Bayfront, Level 4, Sapphire 400AB Opening: Jan Bjaalie, Kenji Doya Keynote: Open science at the Allen Institute for Neural Dynamics, Karel Svoboda Flash talks on data sharing by brain initiatives around the world Updates from Data WG Task Forces Data Governance: Damian Eke, Franco Pestilli, Matthew Brown Data Catalog: Sean Hill, Tom Johnstone Training: Sharon Crook, Tina Kokan Open Discussion over drinks and snacks Closing: Maryann Martone Pre-registration is not required but attendance is limited to 100, first-come-first-served. If you are interested in joining, please leave a note here: https://www.surveymonkey.com/r/IBI_data_interest For any question, please contact: ibidatawg(a)gmail.com See you in San Diego! Kenji ---- Kenji Doya <doya(a)oist.jp> Neural Computation Unit, Okinawa Institute of Science and Technology Graduate University 1919-1 Tancha, Onna, Okinawa 904-0495, Japan Phone: +81-98-966-8594; Fax: +81-98-966-2891 https://groups.oist.jp/ncu

Nov. 4, 2022

Post-doc on Spiking models for energy-efficient Continuous Learning AI

by Xavier Otazu Porter

We are seeking postdocs to join the Learning and Machine Perception (LAMP) team in beautiful Barcelona. The positions are for two years and will remain open until good candidates are found. The project focuses on research lines that explore the potential of Continual AI to address the challenges of sustainable-AI. Living allowance of 31-36k€/year (gross salary) depending on experience. More information on: http://wwwo.cvc.uab.es/lamp/?p=1389 Xavier Otazu Computer Vision Center<http://www.cvc.uab.cat> CONFIDENTIALITY WARNING<http://www.cvc.uab.es/?page_id=7475>

Nov. 4, 2022

Postdoctoral position in astrocyte modeling at EPFL, Switzerland

by Daniel Keller

The Blue Brain Project at EPFL in Switzerland has an open postdoctoral position for modeling of astrocyte signaling pathways within the context of large-scale brain simulations, using numerical solution of differential equations as well as other techniques. Qualified candidates should hold a doctorate in a science or technical domain. For more information or to apply, please see: https://recruiting.epfl.ch/Vacancies/2032/Description/2

Nov. 4, 2022

Job Opportunity at INCF!

by INCF

Job Opportunity at INCF! Stockholm, SE: Want to join a friendly, international group passionate about neuroinformatics and the FAIR scientific environment? We’re hiring! The role includes: - managing INCF's scientific committees & councils, - developing communications materials, - maintaining training & education content, - maintaining updates on working group activities, - managing mentorship programs, and - assisting with INCF events. Candidates should be highly organized and service-minded with excellent written and spoken English. We are looking for a self-motivated and independent neuroscientist, computer scientist, or data scientist, preferably with experience in community engagement, open science practices, and scientific communications. The candidate should have strong time management skills and be able to multitask. Interpersonal skills are essential and we emphasize the person’s ability to contribute to a friendly work environment. Skills required: - MSc or PhD in computational neuroscience, neuroscience, data science, or computer science - Fluency in English - Strong organizational skills - Ability to prioritize tasks - Excellent and proven team-working ability - Tactful and diplomatic verbal and written interpersonal communication skills - Proficiency in MS Office - Proficiency in scientific writing (blog-style) - Experience with Adobe Creative Suite (mainly InDesign and Photoshop) Skills desirable: - Knowledge of Google apps, Zoom, Doodle, and other similar web applications for office use - Familiarity with social media platforms (Twitter, LinkedIn, Facebook, YouTube) - Graphical/layout skills Learn more and apply by November 30: bit.ly/INCFjobad /The INCF Team

Nov. 3, 2022

PhD Positions in Brain Imaging Computing at Lehigh University, US

by Yu Zhang

*PhD Positions in Brain Imaging Computing at Lehigh University, USA* The Brain Imaging and Computation Laboratory (BIC Lab) at Lehigh University has opening PhD positions in brain imaging computing. *Position description:* The research projects will focus on developing and applying a variety of machine learning/deep learning methods for brain imaging analysis and prediction. The successful applicants will contribute to research and development in artificial intelligence (AI)-driven neural biomarker discovery using advanced neuroimaging techniques (e.g., MRI and EEG) for precision medicine of brain diseases and brain-computer interaction. *Qualifications:* Successful applicants will have a Bachelor’s or Master’s degree in Electrical Engineering, Biomedical Engineering, Computer Science, or other related fields, and strong motivation to do high-quality research in novel brain imaging computing with machine learning. Additionally, strong quantitative skills and a programming background (Matlab and/or Python) are important. Previous research experiences in related fields and scientific publications in journals/conferences are preferred. *Lehigh University:* Lehigh University is a premier research university in the United States, consistently ranked in the top tier of national research universities each year. It is a coeducational, nondenominational, private university that offers a distinctive academic environment for undergraduate and graduate students from across the globe. The University campus is located in Pennsylvania’s scenic Lehigh Valley, with a driving distance of 1 hour to Philadelphia and of 2 hours to New York City. The application materials will be reviewed immediately once received. The expected starting time is in Spring or Fall 2023. Interested candidates should send their CV and a cover letter describing research accomplishments and interests to Dr. Yu Zhang at yuzi20(a)lehigh.edu Yu Zhang, PhD Assistant Professor Department of Bioengineering Department of Electrical and Computer Engineering Lehigh University Webpage: http://yuzhangresearch.weebly.com/ Email: yuzi20(a)lehigh.edu

Nov. 3, 2022

[Jobs] 2 Year Postdoc at the Institute for Neural Computation, Bochum, Germany

by Laurenz Wiskott

The Institute for Neural Computation of the Faculty for Informatics is looking for a postdoc (m,f,x) in the field of Computational Neuroscience for 2 years, 39,83 hours per week, E13 TVL The Institute for Neural Computation is part of the Faculty of Computer Science at the Ruhr-University Bochum, see https://www.ini.rub.de/. It focuses on the dynamics and learning of perception and behavior on a functional level but is otherwise very diverse, ranging from neurophysiology and psychophysics over computational neuroscience to machine learning and technical applications. There is an open position for a postdoc in the group „Theory of Neural Systems“ of Prof. Dr. Laurenz Wiskott to be filled as soon as possible. The position is planned for two years with salary level 100% TV-L E13, the standard German salary for postdocs. This position offers the opportunity to develop your own research profile and establish an independent research group. The research topic should be in the field of computational neuroscience on a system level, in particular modeling the visual system, episodic memory, or navigation in mammals. Collaborations with colleagues at the institute are welcome. extent: full-time duration: temporary beginning: as soon as possible application deadline: 21.11.2022 Your tasks: Independent research projects and publications. Acquiring third party funding. Teaching. A lot of room for own ideas and initiatives. Supervising student projects and your own PhD projects. Active participation in the local research environment. Your profile: Active participation in the local research environment. Solid knowledge in Computational Neuroscience. Potential to develop an original independent research agenda in one of the above-mentioned topics. Our offerings: An interesting interdisciplinary environment in the field of experimental and computational neuroscience / machine Learning. Opportunity to develop an independent research profile and your own research group. Opportunity to pursue further scientific qualification. A lot of room for own ideas and initiatives. Additional information: At the request of the applicant (m,f,x), the staff council may be involved in selection interviews. The load of teaching will be calculated according to § 3 of Lehrverpflichtungsverordnung (state of North Rhine-Westphalia). The Ruhr-Universität Bochum is one of Germany’s leading research universities, addressing the whole range of academic disciplines. A highly dynamic setting enables researchers and students to work across the traditional boundaries of academic subjects and faculties. To create knowledge networks within and beyond the university is RUB’s declared aim. The Ruhr-Universität Bochum stands for diversity and equal opportunities. For this reason, we favour a working environment composed of heterogeneous teams, and seek to promote the careers of individuals who are underrepresented in our respective professional areas. The Ruhr-Universität Bochum expressly requests job applications from women. In areas in which they are underrepresented they will be given preference in the case of equivalent qualifications with male candidates. Applications from individuals with disabilities are most welcome. Contact details for your application: Prof. Dr. Laurenz Wiskott, Phone: +49234 32 27997 Travel expenses for interviews cannot be refunded. For information on the collection of personal data in the application process see: https://www.ruhr-uni-bochum.de/en/information-collection-personal-data-appl…. ANR: 1267 until 21/11/2022 Applications (CV, transcript of records for PhD, MSc and BSc, statement of purpose) should be sent as a single pdf file to laurenz.wiskott(a)rub.de.

Nov. 2, 2022

Postdoctoral position for 2-photon imaging and holographic stimulation of neuronal avalanches in the cortex (Dietmar Plenz)

by Plenz, Dietmar (NIH/NIMH) [E]

A postdoctoral position for 2-photon imaging and holographic stimulation of neuronal avalanches in the cortex of behaving mice is available immediately in the Section of Critical Brain Dynamics of Dietmar Plenz at the National Institute of Mental Health, Bethesda, USA. The successful candidate will join our vibrant, collaborative, and interdisciplinary group to explore function and benefits of critical dynamics such as neuronal avalanches in cortical information processing. Our team utilizes numerous experimental techniques such as 2-photon imaging, controlled single cell stimulation with spatial-light modulation, and extracellular/intracellular recordings to study the emergent dynamics in large neuronal populations in vitro and in vivo. Our experimental approaches are complemented by elaborate computer simulations and theoretical studies in complex systems. We are located in the Porter Neuroscience Research Center on the main NIH campus in Bethesda, which provides ample opportunities to engage with a diverse neuroscience community for non-clinical and clinical research. To qualify for this position, you need a Ph.D. degree in neuroscience/physics or related discipline, some background in systems neuroscience, and an ability to work in a multidisciplinary team. Special considerations are given to applicants with training in imaging, in vivo physiology, laser optics, computational approaches. Advanced programming skills, in MATLAB, and/or Python, are of advantage but not required. The position comes with a commitment of at least 2 years and can be extended for up to 5 years. Interested and qualified individuals should send a copy of their curriculum vitae and names of three references to Dietmar Plenz at plenzd(a)mail.nih.gov<mailto:plenzd@mail.nih.gov>. The NIH is dedicated to building a community in its training and employment programs and encourages the application and nomination of qualified women, minorities, and individuals with disabilities. Postdoc Positions at the NIH View - Office of Intramural Training & Education at the National Institutes of Health<https://www.training.nih.gov/postdoc_jobs_nih/view/_31/10120/PIHSNABM_11120…>

Nov. 2, 2022

Two postdoc positions in Computational Neuroscience in Shanghai

by yy227

Dear colleagues, Two open postdoc positions are available in the Computational Neuroscience Lab led by Professor Yuguo Yu at Fudan University, Shanghai, China. We are looking for motivated scientists or engineers with Ph.D in multidisciplinary fields like Physics, Neuroscience, Mathematics, or Computer Sciences, with experience and passion in the study of neural information processing mechanisms and algorithms for brain-inspired intelligence. The major scientific questions studied recently in our groups are: 1. What computational rules or physical principles does the brain circuit follow in the long-term evolution? (Yu Y et al., JCBFM 2018; Wang X et al., PNAS 2020; Yu Y et al., Cerebral Cortex 2022) 2. How to develop Spiking neural networks (SNNs) that mimic information encoding and decoding in the brain and can energy efficiently process Spatio-temporal information through discrete and sparse spikes. (Yu Y et al., J. Neurosci.2014; Du M et al., PLoS Comp.Biol.2018; Zhang J et al., Research 2022) . 3. To develop computational behavior models or deep neural networks for higher cognitive functions, such as inhibitory control, cognitive flexibility, and working memory, so as to understand the mechanism of cognition and its impairment in psychiatric disorders. For this direction, contact: Prof. Luo, qluo(a)fudan.edu.cn. (Recent publications: JAMA Psychiatry 2019; 76(4):435-445; NeuroImage 2022, 263,119585.) The duration of the postdoc is two years with the possibility of renewal. Postdoctoral fellows will receive a generous salary and an allocation for research and travel expenses. Please email for more details. Basic Qualifications: Candidates should have backgrounds in one or more of the following areas: physics, machine learning, statistics, computational neuroscience, computer science, applied mathematics, or electrical engineering. The candidate will be expected to publish scholarly papers, attend internal, domestic, and international conferences and meetings, as well as take on a mentorship role for undergraduate and graduate students. Contact: Required application documents include a cover letter, CV, a statement of research interests, and up to three representative papers. Candidates are also required to submit the names and contact information for at least three references, and the application is complete only when three letters have been submitted. We encourage candidates to apply by Feb 31, 2022, but will continue to review applications until the positions are filled. Contact Information: Yuguo Yu (yuyuguo(a)fudan.edu.cn) Qiang Luo (qluo(a)fudan.edu.cn) Equal Opportunity Employer Fudan University is an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, sex, gender identity, sexual orientation, religion, creed, national origin, ancestry, age, protected veteran status, disability, genetic information, military service, pregnancy and pregnancy-related conditions, or other protected status.

Nov. 2, 2022

Postdoctoral and doctoral studies in the neuroscience of real-time, embodied decision-making and action planning

by Paul Cisek

Postdoctoral and doctoral studies in the neuroscience of real-time, embodied decision-making and action planning Department of Neuroscience, University of Montreal Applications are invited for postdoctoral and doctoral studies in systems neuroscience, in the laboratories of Paul Cisek and Andrea Green at the University of Montreal. Our research investigates the neural mechanisms of decision-making and action planning in humans and non-human primates using computational models of the nervous system as well as behavioral experiments, transcranial magnetic stimulation, and multi-electrode recording in multiple regions of the cerebral cortex and basal ganglia. New projects will use virtual reality to study naturalistic behavior in both humans and non-human primates and develop computational models of real-time action selection and control. Additional collaborative projects include studies of decision-making during ongoing action and movement through space, MEG studies of dynamic decision-making in humans (with Karim Jerbi), and computational modeling of neural circuits and artificial learning systems (with Guillaume Lajoie and Irina Rish). For more information, see: https://cisek.org/pavel/ and https://neurosciences.umontreal.ca/recherche/les-chercheurs/andrea-green/. Multiple positions are available. All students with a strong background in biological sciences, engineering, mathematics, computer science, physics or psychology and an interest in system-level study of the brain are encouraged to apply. Prior experience in neurophysiology, behavioral neuroscience and/or computational modeling of neural systems is highly desirable. Depending on the applicant's qualifications and interests, they will help to design and conduct behavioral and neurophysiological experiments, analyze data, develop theoretical models of neural systems, prepare manuscripts for publication and participate in international conferences. Interested candidates are asked to send a curriculum vita, copies of academic transcripts, a statement of research interests and the names and contact information for two references, to Paul Cisek (paul.cisek(a)umontreal.ca<mailto:paul.cisek@umontreal.ca>) and Andrea Green (andrea.green(a)umontreal.ca<mailto:andrea.green@umontreal.ca>). Applications will be accepted until the positions are filled, but preference will be given to applications received before November 30, 2022. Interviews will be possible at the Society for Neuroscience meeting (San Diego, CA, November 12-16, 2022). Paul Cisek, PhD Département de neurosciences Université de Montréal Physical: 2960 chemin de la tour, local 4117 Montréal, QC H3T 1J4 CANADA Mailing: CP 6128 Succursale centre-ville, Montréal, QC H3C 3J7 CANADA e-mail: paul.cisek(a)gmail.com<mailto:paul.cisek@gmail.com> Web: www.cisek.org/pavel<http://www.cisek.org/pavel>

Nov. 1, 2022