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PhD or PostDoc in Computational Neuroscience - Max Planck Institute, Göttingen, Germany

by Viola Priesemann

*Unsupervised Local Learning and Efficient Coding * Our group investigates learning and self-regulation in neural and social networks. By putting both side-by-side, we carve out the principles of self-regulation in living networks. The PhD / PostDoc projects are open topic. If you are interested to understand the principles or implementation of learning in living systems in the context of *efficient coding and its implementation via (unsupervised) local learning rules,* in the context of our ongoing work (e.g. [1-5]), we welcome your application. In our group, we combine approaches from statistical physics, data science, control theory, and information theory to carve out how local, unsupervised learning shapes network function. Potential collaborations with our colleagues from theory and experiment e.g. in Göttingen, Bonn, Tübingen, or Oxford are possible and encouraged. *Deadline*: February 10, 2023 (first position) and April 30, 2023 (second position). It should not matter, which application deadline you choose. *Further Details: * https://www.viola-priesemann.de/open-positions-2/ or https://www.nature.com/naturecareers/job/two-phd-mfx-or-postdoc-positions-m… Please note also our complementary open position on self-organization in social networks. *References: *[1]Zierenberg, Wilting & Priesemann, PRX 2018 <https://journals.aps.org/prx/abstract/10.1103/PhysRevX.8.031018> [2] Mikulasch, Rudelt & Priesemann, <https://www.pnas.org/doi/full/10.1073/pnas.2021925118>PNAS 2021 <https://www.pnas.org/doi/full/10.1073/pnas.2021925118> [3] Jaehne et al., Cell Reports, 2021 <https://www.sciencedirect.com/science/article/pii/S2211124721001558> [4] Rowland et al., biorxiv, 2021 <https://www.biorxiv.org/content/10.1101/2021.12.28.474343v1.abstract> [5] Mikulasch, Rudelt, Wibral & Priesemann, TINS 2022 <https://www.sciencedirect.com/science/article/pii/S0166223622001862> -- Summer school on infodemics and pandemics:https://summerschool.infodemics.info/ Prof. Dr. Viola Priesemann Max-Planck-Institute for Dynamics and Self-Organization & Georg-August-University Göttingen Am Fassberg 17, 37077 Göttingen https://priesemann-group.github.io www.viola-priesemann.de viola.priesemann(a)ds.mpg.de

Jan. 30, 2023

Konstanz School of Collective Behavior 2023

by Ahmed El Hady

*Konstanz School of Collective Behavior 2023* *Konstanz, Germany * *Deadline to apply: March 30th, 2023* The Konstanz School of Collective Behavior (KSCB) will take place between /31 July 2023 – 12 August 2023/ at the cluster of excellence Centre for the Advanced Study of Collective Behaviour (CASCB) at the University of Konstanz <https://www.uni-konstanz.de/en/>. Uni Konstanz is an elite University of Excellence and ranked #1 young university in Germany with “Collective Behaviour" <https://www.exc.uni-konstanz.de/collective-behaviour/> as one of five research foci. Konstanz <https://www.konstanz.de/start> is a vibrant, small city located on the border between Germany and Switzerland, on the shores of the Bodensee (Lake Constance). Over two weeks, students will delve deeply into the topic of collective behaviour with lectures, hands-on tutorials, and projects, making it a unique and unforgettable experience. The school faculty will cover collective behaviors across a variety of species from worms ,drosophila, fish to non – human primates and human. A set of tutorials delving into state-of-the-art quantitative methods used to study collective behavior will complement the lectures. At the end of the school, students will work on independent projects guided by our resident faculty. Accommodation will be provided and paid by the organizers. A limited number of travel awards will be provided and a registration fee will be due (300 euros) once the student is admitted to the Konstanz School of Collective Behaviour. The registration fee will be waived to those coming from underrepresented minorities and those in need of financial support. For further information and application, visit our website: _https://www.exc.uni-konstanz.de/kscb/application-procedure/ <https://www.exc.uni-konstanz.de/kscb/application-procedure/> _ __ *KSCB 2023 faculty (still more to come ) : *Orit Peleg , Kevin Lala, Einat Couzin, Liang Li, Jake Graving, Armin Bahl, Katrin Vogt, Wataru Toyokawa, Serena Ding, Heiko Hamann *Contact us at: **ahmed.el-hady(a)uni-konstanz.de <mailto:ahmed.el-hady@uni-konstanz.de> * ** *All the best regards,* ** Ahmed El Hady On behalf of the KSCB organizational committee

Jan. 30, 2023

Postdoc position in Computational Neuroscience

by andrea.alamia＠cnrs.fr

We are looking for a post-doc to work with us at the Centre de Recherche de Cerveau et Cognition (CerCo) in Toulouse, France. The project will be led by Andrea Alamia and funded by the European Research Council (ERC). Work environment The successful applicant will join the Centre de Recherche de Cerveau et Cognition (CerCo) in a lively research institute in Toulouse, a thriving Southern France city. CerCo is a research center created by the National Center for Scientific Research (CNRS) and the University Paul Sabatier, composed of over 30 research scientists and around 40 doctoral and post-doctoral students. The applicant will join the NeuroAI team, with a strong focus on computational neuroscience and artificial intelligence. The team has access to different experimental facilities, such as EEG, TMS, and fMRI, as well as computational resources (clusters and local GPUs). The project The project is part of an ERC starting grant investigating the role of oscillatory traveling waves in cognitive functions. Our primary goal is to study neural oscillations within and between cortical regions, as well as cortical-thalamic interactions. Our approach's novelty consists of framing the model in the light of Predictive Coding principles, using a computational approach based on spiking and deep neural networks. We'll compare the results of the simulations against experimental recordings of human participants (mostly EEG) to validate and assess the model's predictions. Requirements • Applicants should hold a PhD in computational neuroscience, computer science, engineering, cognitive science, or similar. • Ability to work independently, developing ideas and interests within the project's scope. • A solid mathematical background and excellent computing skills, including programming (e.g., MATLAB, Python). Experience with system theory, models of cortical circuits, and knowledge of neural oscillations are not strictly necessary but highly appreciated. • Fluent in English in both speaking and writing. No knowledge of French is required. The position will run for one year and is renewable for up to 3 years; its starting date is flexible (between March and October 2023). Salary depends on experience and will be determined following CNRS guidelines. To apply, please send a CV, including the name of two potential references, and a summary of research interests to Andrea Alamia (andrea.alamia at cnrs.fr). Review of applications will remain ongoing until the position is filled.

Jan. 30, 2023

Software WG: Software Highlight: Dendrify, a framework for incorporating dendrites to spiking neural networks

by Ankur Sinha

Dear all, Apologies for the cross-posts. Please join us for the INCF/OCNS Software Working Group's next Software Highlight session: https://ocns.github.io/SoftwareWG/2023/01/27/dev-session-michalis-pagkalos-… Michalis Pagkalos will introduce and discuss Dendrify, a framework for incorporating dendrites to spiking neural networks, in this session. - Date: February 7, 1600 UTC (Click here to see your local time[1]) (Add to calendar[2]). - Zoom: https://ucl.zoom.us/j/91907842769?pwd=bnEzTU9Eem9SRmthSjJIRElFZ0xwUT09 The abstract for the talk is below: Current SNNs studies frequently ignore dendrites, the thin membranous extensions of biological neurons that receive and preprocess nearly all synaptic inputs in the brain. However, decades of experimental and theoretical research suggest that dendrites possess compelling computational capabilities that greatly influence neuronal and circuit functions. Notably, standard point-neuron networks cannot adequately capture most hallmark dendritic properties. Meanwhile, biophysically detailed neuron models can be suboptimal for practical applications due to their complexity, and high computational cost. For this reason, we introduce Dendrify, a new theoretical framework combined with an open-source Python package (compatible with Brian2) that facilitates the development of bioinspired SNNs. Dendrify allows the creation of reduced compartmental neuron models with simplified yet biologically relevant dendritic and synaptic integrative properties. Such models strike a good balance between flexibility, performance, and biological accuracy, allowing us to explore dendritic contributions to network-level functions while paving the way for developing more realistic neuromorphic systems. - Manuscript: Introducing the Dendrify framework for incorporating dendrites to spiking neural networks | Nature Communications [3] - Source code: Poirazi-Lab/dendrify: Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator [4]. - Documentation: https://dendrify.readthedocs.io/en/latest/ [1] https://www.timeanddate.com/worldclock/fixedtime.html?msg=Software+Highligh… [2] https://ocns.github.io/SoftwareWG/extras/ics/20230207-dendrify.ics [3] https://www.nature.com/articles/s41467-022-35747-8 [4] https://github.com/Poirazi-Lab/dendrify Please subscribe to the working group's mailing list for reminders, more updates, and to contact us: https://ocns.github.io/SoftwareWG/pages/contact.html On behalf of the working group, -- Thanks, Regards, Ankur Sinha (He / Him / His) | https://ankursinha.in Research Fellow at the Silver Lab, University College London | http://silverlab.org/ Free/Open source community volunteer at the NeuroFedora project | https://neuro.fedoraproject.org Time zone: Europe/London

Jan. 30, 2023

Rovereto workshop on Concepts, Actions and Objects (CAOs), May 4-6, 2023, Rovereto, Italy

by Moritz Wurm

Save the date After a long break imposed by the COVID emergency, we are happy to announce that the CAOs workshop will be back this spring! The 14th edition of the Rovereto workshop on Concepts, Actions and Objects (CAOs), is taking place at the Center for Mind/Brain Sciences, May 4-6, 2023, in Rovereto, Italy. As usual, we are happy to announce an exciting list of speakers: Yanchao Bi (Beijing Normal University, China) Christian Doeller (Max Planck Institute, Germany) Beth Jefferies (York University, UK) Bob Kentridge (Durham University, UK) Gilles Vannuscorps (Université Catholique de Louvain, Belgium) Gabriella Vigliocco (University College London) Melissa Võ (Goethe University Frankfurt, Germany) The goal of CAOs is to provide a unique forum for researchers from a range of perspectives who are interested in Concepts, Actions, and Objects to come together to discuss their research and develop new directions and collaborations. The workshop differs from larger conferences in so far as there are a small number of speakers (all invited) and there are no concurrent talks. In addition to the individual talks, there will be a poster session for students, post-docs and young researchers to present their work. Registration for the workshop will open soon. The CAOs workshop is sponsored by the Center for Mind/Brain Sciences, University of Trento, Italy -- Moritz Wurm, PhD Center for Mind/Brain Sciences (CIMeC), University of Trento Corso Bettini 31, 38068 Rovereto (TN), Italy moritz.wurm(a)unitn.it +39 0461-28 8632 https://sites.google.com/site/moritzfwurm

Jan. 30, 2023

Postdoc position at University of Texas Southwestern

by Brad Lega

A postdoc position is available at UT Southwestern, in Dallas, Texas, in the lab of Dr. Brad Lega. Successful candidates will join a diverse team of researchers studying human memory, including brain computer interface devices. Candidates will have the opportunity to work on one or more of the following topics: 1. Human single unit activity during memory behavior 2. Network/connectivity models of brain activity in humans 3. Brain stimulation paradigms for memory restoration. For more details, see: https://labs.utsouthwestern.edu/texas-computational-memory-lab Brad Lega UT Southwestern Dept of Neurosurgery email: bradlega(a)gmail.com

Jan. 26, 2023

Postdoc position in Cognitive and Computational Neuroscience

by Andrea Alamia

We are looking for a post-doc to work with us at the Centre de Recherche de Cerveau et Cognition (CerCo) in Toulouse, France. The project will be led by Andrea Alamia and funded by the European Research Council (ERC). Work environment The successful applicant will join the Centre de Recherche de Cerveau et Cognition (CerCo) in a lively research institute in Toulouse, a thriving Southern France city. CerCo is a research center created by the National Center for Scientific Research (CNRS) and the University Paul Sabatier, composed of over 30 research scientists and around 40 doctoral and post-doctoral students. The applicant will join the NeuroAI team, with a strong focus on computational neuroscience and artificial intelligence. The team has access to different experimental facilities, such as EEG, TMS, and fMRI, as well as computational resources (clusters and local GPUs). The project The project is part of an ERC starting grant investigating the role of oscillatory traveling waves in cognitive functions. Our primary goal is to study neural oscillations within and between cortical regions, as well as cortical-thalamic interactions. Our approach's novelty consists of framing the model in the light of Predictive Coding principles, using a computational approach based on spiking and deep neural networks. We'll compare the results of the simulations against experimental recordings of human participants (mostly EEG) to validate and assess the model's predictions. Requirements · Applicants should hold a PhD in computational neuroscience, computer science, engineering, cognitive science, or similar. · Ability to work independently, developing ideas and interests within the project's scope. · A solid mathematical background and excellent computing skills, including programming (e.g., MATLAB, Python). Experience with system theory, models of cortical circuits, and knowledge of neural oscillations are not strictly necessary but highly appreciated. · Fluent in English in both speaking and writing. No knowledge of French is required. The position will run for one year and is renewable for up to 3 years; its starting date is flexible (between March and October 2023). Salary depends on experience and will be determined following CNRS guidelines. To apply, please send a CV, including the name of two potential references, and a summary of research interests to Andrea Alamia (andrea.alamia at cnrs.fr). Review of applications will remain ongoing until the position is filled.

Jan. 26, 2023

Postdoc position in Prague

by Helmut Schmidt

A postdoc position is available at the Institute of Computer Science, Czech Academy of Sciences, under the supervision of Dr. Helmut Schmidt. The successful candidate will join a diverse team of researchers who work at the interface of neuroimaging and computational neuroscience, and will have the opportunity to work on one or more of the following topics: 1. the development of mathematical models of cortical microcircuits that are both biologically realistic and computationally efficient; 2. the integration of state-of-the-art mean field models of cortical activity into whole-brain network models, with a strong emphasis on realistic long-range axonal signal transmission; 3. the application of such models to neuroimaging data (EEG and fMRI). For more details see: https://www.cs.cas.cz/job-offer/Postdoc-positions-Schmidt3-2023/en -- Helmut Schmidt Institute of Computer Science The Czech Academy of Sciences email: schmidt(a)cs.cas.cz web: https://www.cs.cas.cz/staff/schmidt/en

Jan. 26, 2023

Postdoctoral position in Human Visual Psychophysics with fMRI/MRI in Tuebingen, Germany

by Li Zhaoping

*Postdoctoral position in Human Visual Psychophysics with fMRI/MRI, (m/f/d)* *(TVöD-Bund E13, 100%)* The Department of Sensory and Sensorimotor Systems (PI Prof. Li Zhaoping) at the Max Planck Institute for Biological Cybernetics and at the University of Tübingen is currently looking for highly skilled and motivated individuals to work on projects aimed towards understanding visual attentional and perceptual processes using fMRI/MRI. The framework and motivation of the projects can be found at: https://www.lizhaoping.org/zhaoping/AGZL_HumanVisual.html <https://www.lizhaoping.org/zhaoping/AGZL_HumanVisual.html>. The projects can involve, for example, visual search tasks, stereo vision tasks, visual illusions, and will be discussed during the application process. fMRI/MRI technology can be used in combination with other methods such as eye tracking, TMS and/or EEG methodologies, and other related methods as necessary. The postdoc will be working closely with the principal investigator and other members of Zhaoping's team when needed. *Responsibilities:* ·Conduct and participate in research projects such as lab and equipment set up, data collection, data analysis, writing reports and papers, and presenting at scientific conferences Participate in routine laboratory operations, such as planning and preparations for experiments, lab maintenance and lab procedures. Coordinate with the PI and other team members for strategies and project planning Coordinate with the PI and other team members for project planning, and in supervision of student projects or teaching assistance for university courses in our field. *Requirements: * Ph.D. in neuroscience, psychology, computer science, physics or a related natural science or engineering field. Publications in peer-reviewed journals Highly skilled in techniques of human visual psychophysics such as eye tracking, MATLAB programming for experiments, experimental data taking, data analysis, and paper writing. Highly skilled in fMRI experiments and data analysis. Experience in project management is highly desired. Strong command of English; knowledge of German is a plus. *Who we are:** *We use a multidisciplinary approach to investigate sensory and sensory-motor transforms in the brain (www.lizhaoping.org <http://www.lizhaoping.org>). Our approaches consist of both theoretical and experimental techniques including human psychophysics, fMRI imaging, EEG/ERP, and computational modelling. One part of our group is located in the University, in the Centre for Integrative Neurosciences (CIN), and the other part is in the Max Planck Institute (MPI) for Biological Cybernetics as the Department for Sensory and Sensorimotor Systems. You will have the opportunity to learn other skills in our multidisciplinary group and benefit from interactions with our colleagues in the university, at MPI, as well as internationally. This job opening is for the CIN or the MPI working group. The position (salary level TVöD-Bund E13, 100%) is for a duration of two years. Extension or a permanent contract after two years is possible depending on situations. We seek to raise the number of women in research and teaching and therefore urge qualified women to apply. Disabled persons will be preferred in case of equal qualification. ** *Your application:* The position is available immediately and will be open until filled. Preference will be given to applications received by *March 19^th , 2023*. We look forward to receiving your application that includes (1) a cover letter, including a statement on roughly when you would like to start this position, (2) a motivation statement, (3) a CV, (4) names and contact details of three people for references, (5) if you have them, transcripts from your past and current education listing the courses taken and their grades, (6) if you have them, please also include copies of your degree certificates, (7) you may include a pdf file of your best publication(s), or other documents and information that you think could strengthen your application.Please use pdf files for these documents (and you may combine them into a single pdf file) and send to *jobs.li(a)tuebingen.mpg.de*, where also informal inquiries can be addressed. Please note that applications without complete information in (1)-(4) will not be considered, unless the cover letter includes an explanation and/or information about when the needed materials will be supplied. For further opportunities in our group, please visit https://www.lizhaoping.org/jobs.html <https://www.lizhaoping.org/jobs.html>

Jan. 25, 2023

Post Doc Position Available in ACE Lab

by clap (Service Account)

A post-doctoral position is available at the Anticipation, Cognition and Emotion lab at the University of Pittsburgh (https://www.ace.pitt.edu) to work with Dr. Anna Manelis and her team. A successful candidate will work on the NIMH funded research project that uses multimodal neuroimaging (fMRI, MRI, DTI and fNIRS) to understand the contribution of anticipatory processing to cognitive and emotional dysfunction in individuals with mood disorders. Required Qualifications: a PhD degree in psychology, cognitive neuroscience, or a related discipline. A strong research background in the analysis and interpretation of neuroimaging data is required. Excellent writing skills are a must. Candidates with a strong computational background are encouraged to apply. Experience with FSL, Freesurfer and E-prime is preferred. The ability to program in Shell, Matlab, Python and/or R is preferred. Experience with fNIRS, graph modeling, and pattern classification analyses is a plus. While prior experience with clinical populations is not necessary, we expect candidates to be interested in neuroimaging research of working and episodic memory in individuals with mood disorders. Responsibilities: A successful candidate will analyze clinical, behavioral, and neuroimaging data, write manuscripts, and present at conferences. This is a 1- to 2-year position. If you are interested in this position, please send a CV, research statement, preprints/reprints of papers, and the names and contact information for two references to Anna Manelis (manelisa(a)upmc.edu<mailto:manelisa@upmc.edu>).

Jan. 25, 2023