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Multiple Openings for Post-Doc, Research Assistant and PhD student in Neuromorphic, In-memory computing IC design using SRAM/RRAM
by Prof. Arindam BASU April 23, 2023

April 23, 2023

Multiple Openings for Post-Doc, Research Assistant and PhD student in Neuromorphic, In-memory computing IC design using SRAM/RRAM (application to LSTM/SNN for Keyword spotting) There are multiple openings for Post-doc, Research Assistant and PhD students for a new project on In-memory Computing in the group of Professor Arindam Basu, Department of Electrical Engineering, City University of Hong Kong. The focus of the project will be on in-memory computing implementations of neuromorphic algorithms for the application of LSTM/SNN for Keyword spotting using SRAM with extension to RRAM. In particular, novel In-memory ADC for nonlinear functions will be designed to push the state of the art. The candidate should have experience in doing analog/mixed-signal IC design with preference for experience in memory design. For Post-doctoral positions, experience with IC tapeout and measurement is a must. The maximum monthly salary allowance is HK$20,000 for research talents with a bachelor degree, HK$23,000 for those with a master degree, and HK$35,000(+10,000$ living allowance) for those with a doctoral degree. https://www.itf.gov.hk/en/funding-programmes/nurturing-talent/research-tale… Exceptional candidates can also be involved in other In-memory computing systems for the following applications: (1) Signal processing and compression in Brain-machine interfaces (2) Processing event-based video from Dynamic Vision Sensors in Autonomous driving. Candidates will get an opportunity to work on cutting-edge research with recent papers from the group published in top conferences like A-SSCC 2021, CICC 2022 and top journals like JSSC. Examples of recent work from our group in this direction: >> S. K. Bose, D. Singla and A. Basu, "A 51.3 TOPS/W, 134.4 GOPS In-memory Binary Image Filtering in 65nm CMOS" IEEE Journal of Solid-State Circuits (JSSC), 2021. >> S. K. Bose and A. Basu, "A 389 TOPS/W, always ON Region Proposal Integrated Circuit using In-Memory Computing in 65nm CMOS," IEEE Journal of Solid-State Circuits (JSSC), 2022. >> X. Zhang and A. Basu, "A 915-1220 TOPS/W, 976-1301 GOPS Hybrid In-Memory Computing Based Always-On Image Processing for Neuromorphic Vision Sensors" Journal of Solid-State Circuits (JSSC), vol. 58, no. 3, 2023. >> S. K. Bose and A. Basu, "A 389 TOPS/W, 1262fps at 1Meps Region Proposal Integrated Circuit for Neuromorphic Vision Sensors in 65nm CMOS" IEEE Asian Solid-State Circuits Conference (A-SSCC), Busan, South Korea, 2021. >> X. Zhang and A. Basu, "A 915-1220 TOPS/W Hybrid In-Memory Computing based Image Restoration and Region Proposal Integrated Circuit for Neuromorphic Vision Sensors in 65nm CMOS," IEEE Custom Integrated Circuits Conference (CICC), 2022. >> A. Basu, L. Deng, C. Frenkel and X. Zhang, "Spiking Neural Network Integrated Circuits: A Review of Trends and Future Directions," IEEE Custom Integrated Circuits Conference (CICC), 2022. Interested candidates should send their CV to arinbasu(a)cityu.edu.hk<mailto:arinbasu@cityu.edu.hk> with details about their academic record as well as IC design experience. Shortlisted candidates will be interviewed. Applications are welcome year-round until the positions are filled. Thank you and look forward to working with you! Prof. Arindam Basu Department of EE City University of Hong Kong (More information about the PI and the lab can be found here: https://www.cityu.edu.hk/stfprofile/arinbasu.htm https://scholar.google.com/citations?user=Ton5pYMAAAAJ&hl=en https://sites.google.com/view/brainsyslab/home ) Regards, Arindam Basu Professor, Dept. of EE, City University of Hong Kong, Associate Editor: IEEE Trans. BioCAS, IEEE Sensors, Frontiers in Neuroscience Disclaimer: This email (including any attachments) is for the use of the intended recipient only and may contain confidential information and/or copyright material. If you are not the intended recipient, please notify the sender immediately and delete this email and all copies from your system. Any unauthorized use, disclosure, reproduction, copying, distribution, or other form of unauthorized dissemination of the contents is expressly prohibited.

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Making the odorant world intelligible - How its semantics can be characterized
by Aurel A. Lazar April 22, 2023

April 22, 2023

The paper listed below models for the first time the identity of an odorant object as semantic information and the onset/offset timing events as semantic timing. The Functional Logic of Odor Information Processing in the Drosophila Antennal Lobe Aurel A. Lazar, Tingkai Liu, Chung-Heng Yeh, PLoS Comput Biol 19(4): e1011043. https://doi.org/10.1371/journal.pcbi.1011043 <https://doi.org/10.1371/journal.pcbi.1011043> Author summary A major challenge in the study of the Drosophila early olfactory sensory system is to determine how an odorant object (the smell of a rose) is reliably identified in the face of fluctuations of the concentration amplitude of the molecules within the odorant plume. More fundamentally, the question arises how semantic information, often associated with subjective perception, can be characterized. To address this challenge, we leveraged the unique combinatorial odorant code of Drosophila and presented a formal treatment of the identity of an odorant object as its semantic information (or semantics for short). Grounded in the physiology of the fly brain, we identified the functional roles played by Local Neurons in the fruit fly Antennal Lobe in the recovery of the semantics and the onset/offset timing information (or semantic timing). Our model of the Antennal Lobe circuit is built with a highly versatile canonical model of neural computation - the differential Divisive Normalization Processor. Aurel http://www.bionet.ee.columbia.edu <http://www.bionet.ee.columbia.edu/>

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Last Call for Satellite Workshop Proposals, Bernstein Conference 2023 in Berlin
by Alexander Lammers April 20, 2023

April 20, 2023

Last Call for Satellite Workshop Proposals, Bernstein Conference 2023 in Berlin +++ The Bernstein Network Computational Neuroscience invites proposals for Satellite Workshops preceding the Bernstein Conference 2023 in Berlin. +++ ____ BERNSTEIN CONFERENCE Each year the Bernstein Network invites the international computational neuroscience community to the annual Bernstein Conference for intensive scientific exchange. It has established itself as one of the most renown conferences worldwide in this field, attracting students, postdocs and PIs from around the world to meet and discuss new scientific discoveries. www.bernstein-conference.de<http://www.bernstein-conference.de> ____ IMPORTANT DATES - Satellite Workshops: September 26 - 27, 2023 o Tuesday, Sep 26, 14:00 – 18:00 CEST o Wednesday, Sep 27, 8:30 – 12:30 CEST - Main Conference: September 27 – September 29, 2023 - Deadline for Satellite Workshop proposal submission: Wednesday, April 26 at 15:00 CEST, and will NOT be extended - Notification of workshop acceptance: planned in mid May 2023 Find further information here: https://bernstein-network.de/bernstein-conference/call-for-satellite-worksh… ____ FINANCIAL SUPPORT Workshop registration is free for all organizers and speakers of workshops. Workshop organizers will additionally receive a waiver for the main conference fee. From the accepted workshops up to ten workshops will be selected to receive financial support of up to 1500 € each. ____ For any further questions, please contact: bernstein.conference(a)fz-juelich.de<mailto:bernstein.conference@fz-juelich.de> -- Dr. Alexander Lammers Press and Public Relations Bernstein Network Computational Neuroscience Bernstein Coordination Site Branch Office of the Forschungszentrum Jülich at the University of Freiburg Hansastr. 9a | 79104 Freiburg | Germany Phone: +49 761 203-96787 Mail: a.lammers(a)fz-juelich.de<mailto:a.lammers@fz-juelich.de> Web: www.bernstein-network.de<http://www.bernstein-network.de> LinkedIn: Bernstein Network Computational Neuroscience Twitter: BernsteinNeuro Mastodon: BernsteinNetwork(a)mastodon.world<mailto:BernsteinNetwork@mastodon.world> ------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------ Forschungszentrum Juelich GmbH 52425 Juelich Sitz der Gesellschaft: Juelich Eingetragen im Handelsregister des Amtsgerichts Dueren Nr. HR B 3498 Vorsitzender des Aufsichtsrats: MinDir Stefan Müller Geschaeftsfuehrung: Prof. Dr.-Ing. Wolfgang Marquardt (Vorsitzender), Karsten Beneke (stellv. Vorsitzender), Dr. Ir. Pieter Jansens, Prof. Dr. Astrid Lambrecht, Prof. Dr. Frauke Melchior ------------------------------------------------------------------------------------------------ ------------------------------------------------------------------------------------------------

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REMINDER: Call for contribution and registration to the Systems Vision Science Symposium: Aug. 22-24, 2023, in Tuebingen, Germany
by Pavlovic, Maria April 20, 2023

April 20, 2023

Systems Vision Science Symposium Aug. 22-24, 2023 in Tübingen, Germany -------------------------------- REMINDER DEADLINE TO SUBMIT CONTRIBUTIONS APRIL 30, 2023! Our symposium takes place at the end of our Systems Vision Science summer school Aug. 14-24, 2023. Presentation topics by the invited speakers will be ® Topics in Systems Vision Science ® The power of two: New perspectives on binocular vision ® Central versus peripheral vision We are pleased to announce our symposium's keynote speaker: Marty Sereno. The keynote speech will be on August 22, 2023 Invited speakers of the Systems Vision Science Summer School and Symposium include: Assaf Breska, Peter Dayan, Andrea van Doorn, Wolfgang Einhäuser-Treyer, Karl Gegenfurtner, Ziad Hafed, Tadashi Isa, Jan Koenderink, Kristine Krug, Hanspeter Mallot, Laurence Maloney, Pascal Mamassian, Antje Nuthmann, Daniel Osorio, Andrew Parker, Jenny Read, Alexander Schütz, Manuel Spitschan, Kristina Visscher, Li Zhaoping. -------------------------------- We invite you to submit contributions in form of posters to the symposium on all topics in Systems Vision Science, which combines computational, behavioral, and neuroscience methods to discover functions and algorithms for vision in various brain regions and their implementations in neural circuits. To maximize exchanges during the symposium, each poster will be displayed throughout the symposium, which includes five poster sessions (two daytime sessions and three evening sessions), in a venue next to the lecture hall and coffee breaks to give enough time for discussions, networking and knowledge exchange. To contribute, please fill out our registration form including an abstract, which can be found here: <https://summerschool.lizhaoping.org/contributions-for-symposium/> https://summerschool.lizhaoping.org/contributions-for-symposium/ -------------------------------- Submissions of contributions are possible until April 30, 2023. Registration without contribution to the symposium will be open until capacity or deadline for organization is reached. This years venue capacity is 100, including invited speakers and summer school participants. Information about our summer school, which takes place just before the Systems Vision Science Symposium, can be found here: <https://summerschool.lizhaoping.org/> https://summerschool.lizhaoping.org/ Please direct inquiries to <mailto:svs.summerschool@tue.mpg.de> svs.summerschool(a)tue.mpg.de -------------------------------- Organizing team: Li Zhaoping Ulf Lüder Maria Pavlovic Junhao Liang Max Planck Institute for Biological Cybernetics University of Tuebingen www.lizhaoping.org <http://www.lizhaoping.org>

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Postdoc in cognitive computational neuroscience at Universitat Jaume I (Castelló, Spain)
by Raphael Samuel Matthew Kaplan April 18, 2023

April 18, 2023

Dear Colleagues, The Decision and Memory group(decisionandmemory.org) at the Universitat Jaume I in Castelló de la Plana, Spain seeks a motivated postdoctoral scholar to study the influence of long-term memory processes on creativity and social cognition using computational cognitive science and cognitive neuroscience methods(neuroimaging, behavior, and computational models). The position is expected to last 2 years and involves applying social and semantic network models to data from novel online behavioral and fMRI paradigms. Competitive applicants will have a PhD in cognitive science, experimental psychology, mathematical psychology, computational neuroscience, cognitive neuroscience, or a related field. Applicants are ideally looking to build innovative careers in academia or big data analysis in industry. Postdoc candidates that have recently completed (or will complete) their PhD are particularly encouraged to apply, where they will have ample opportunity to be sponsored for regional, national, and European independent research fellowships. Some experience programming in R or Python, designing psychology experiments, or developing computational models are required for this position. Experience or interest using semantic or social network analyses, behavioral models, computational neuroscience models, or fMRI methods is a plus. The position is expected to commence this autumn. To apply, interested candidates should directly contact the group director, Raphael Kaplan at kaplan(a)uji.es with a 1-2 paragraph cover/motivation letter, CV, and contact info for three references by May 22, 2023. Please feel free to direct any questions about the position to Dr. Kaplan. We would be grateful if you could circulate this position to any students or colleagues. Kind regards, Raphael Kaplan -- Raphael Kaplan, PhD CIDEGENT Principal Investigator Departament de Psicologia Bàsica, Clínica i Psicobiologia Universitat Jaume I kaplan(a)uji.es Ext: 7431 web: www.decisionandmemory.org

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PhD in computational and systems neuroscience applied to Parkinson's Disease
by Pablo Jercog April 14, 2023

April 14, 2023

The Neurobiology of Parkinson's Disease group from the Cajal Institute CSIC (Madrid) is seeking highly motivated Ph.D. candidates interested in developing a Doctoral Thesis in the field of Computational and Systems Neuroscience. The project will require the analyses of in-vivo electrophysiological, calcium imaging, and behavior recordings in mice models of Parkinson’s disease. The position requires: - MS degree in Biomedical Engineering, Bioinformatics, Computer Science, Applied Math/Physics, or equivalent. - Good communication and organizational skills are highly desirable. An English language degree is necessary. - Analytical skills required to resolve problems that entail the use of basic scientific, mathematical, and technical principles are a plus. - Experience with using MATLAB or PYTHON for signal processing is essential . - High average grades from Graduate school and master's will be highly valued. Some related publications: - Espadas I, Ortiz O, García-Sanz P, Sanz-Magro A, Alberquilla S, Solis O, Delgado-García JM, Gruart A, Moratalla R. Dopamine D2R is Required for Hippocampal-dependent Memory and Plasticity at the CA3-CA1 Synapse. Cereb Cortex. 2021 31(4):2187-2204. - García-Sanz P, M F G Aerts J, Moratalla R. The Role of Cholesterol in α-Synuclein and Lewy Body Pathology in GBA1 Parkinson's Disease. Mov Disord. 2021, 36(5):1070-1085. - Suarez LM, Solis O, Sanz-Magro A, Alberquilla S, Moratalla R. Dopamine D1 Receptors Regulate Spines in Striatal Direct-Pathway and Indirect-Pathway Neurons. Mov Disord. 2020;35(10):1810-1821. - Keifman E, Ruiz de Diego I, Pafundo DE, Paz RM, Solís O, Murer MG, Moratalla R. Optostimulation of striatonigral terminals in substantia nigra induces dyskinesia that increases after L-DOPA in a mouse model of Parkinson's disease. Br J Pharmacol. 2019;176:2146-2161. The position is funded for 2 years with an extension based on the outcome starting immediately. Interested candidates, please send the CV to Dr. Rosario Moratalla (moratalla(a)cajal.csic.es) until the position is fulfilled. -- Pablo Jercog, Ph.D. Team Leader Instituto Cajal Avda. Doctor Arce, 37 Madrid, Madrid, 28002, Spain cell: +34 620562808 email: pjercog(a)gmail.com Lab webpage <https://sites.google.com/view/pablojercogteam/>

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CARLsim Spiking Neural Network Simulator Feedback Requested
by Jeffrey L Krichmar April 14, 2023

April 14, 2023

Dear Colleagues, CARLsim is an efficient, easy-to-use, GPU-accelerated library for simulating spiking neural network (SNN) models with a high degree of biological detail. Originating in 2009, CARLsim is now on its 6th major release. CARLsim supports CPU and GPU simulations ranging from small networks to networks with hundreds of thousands of neurons with millions of synaptic connections. It is supported on Linux, MacOS, and Windows. The software framework is open-source and freely available. More information can be found at: https://sites.socsci.uci.edu/~jkrichma/CARLsim/ This survey is intended for anyone who has used the CARLsim spiking neural network simulator, or who might like to use CARLsim in the future. It will help the CARLsim team develop future versions on the software framework. We appreciate your input and feedback. Please use this link to take our survey. https://forms.gle/GyVsuuey4mDB3bsB7 Thank you, Jeff Krichmar Department of Cognitive Sciences 2328 Social & Behavioral Sciences Gateway University of California, Irvine Irvine, CA 92697-5100 jkrichma(a)uci.edu http://www.socsci.uci.edu/~jkrichma

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Postdoc positions in cognitive neuroscience and computational psychiatry, University of Tuebingen, Germany
by Susan Fischer April 13, 2023

April 13, 2023

**Apologies for cross-posting** Dear colleagues, We are looking to hire several new postdocs in the "Developmental Computational Psychiatry" lab and the newly established W3 professorship "Computational Psychiatry" led by Tobias Hauser at the University of Tübingen (Germany). The focus of the lab is to better understand the computational and neural mechanisms underlying decision making and learning, and how these processes go awry in patients with mental illnesses. The successful candidates will have the chance to work in a highly dynamic and inspiring environment and to collaborate closely with Prof Peter Dayan and the Max-Planck Institute for Biological Cybernetics. Concretely, we are looking for the following candidates: * Postdoc with clinical psychiatry / psychotherapy background https://lmy.de/yEAwXNlt * Postdoc with computational modelling background https://lmy.de/IKvkBxgL * Postdocs with experimental & neuroimaging (MEG / MRI) background https://lmy.de/JRWXJVfI More information about the positions can be found here: https://devcompsy.org/join-the-lab/ Interested candidates are encouraged to reach out to Tobias Hauser directly to informally discuss the positions. ************************************************ Susan Fischer Coordinator Alexander von Humboldt Professorship Prof Peter Dayan & W3-Professorship ‘Computational Psychiatry’, Prof Tobias Hauser Max Planck Institute for Biological Cybernetics & Eberhard Karls Universität Tübingen & Universitätsklinik für Psychiatrie und Psychotherapie AI Research Building R 20-7/A21 Maria-von-Linden-Str. 6 72076 Tübingen Germany susan.fischer(a)tue.mpg.de ************************************************

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CNS*2023 Call for Tutorials: Deadline Approaching on April 22, 2023
by De Pitta, Maurizio April 13, 2023

April 13, 2023

Dear colleagues, The deadline to submit your proposal for a Tutorial at this year's CNS*2023 Meeting is approaching on April 22, 2023 (11:59 Eastern Standard Time). The CNS*2023 Meeting will take place in Leipzig, Germany, between July 15—19, 2023. Tutorials will be provided on the first day of the meeting (July 15). Please follow the online guidelines to write your proposal: https://www.cnsorg.org/cns-2023-call-for-tutorials All tutorials must be submitted to: tutorials(a)cnsorg.org Thank you for your consideration. Looking forward to seeing you in Leipzig. M ----- Maurizio DE PITTA CNS*2023 Tutorial Chair Principal Investigator Krembil Research Institute, 4KD-509 60 Leonard Ave, Toronto, ON M5T 0S8, CA +1.416.603.5800 ext. 3290 This e-mail may contain confidential and/or privileged information for the sole use of the intended recipient. Any review or distribution by anyone other than the person for whom it was originally intended is strictly prohibited. If you have received this e-mail in error, please contact the sender and delete all copies. Opinions, conclusions or other information contained in this e-mail may not be that of the organization. If you feel you have received an email from UHN of a commercial nature and would like to be removed from the sender's mailing list please do one of the following: (1) Follow any unsubscribe process the sender has included in their email (2) Where no unsubscribe process has been included, reply to the sender and type "unsubscribe" in the subject line. If you require additional information please go to our UHN Newsletters and Mailing Lists page. Please note that we are unable to automatically unsubscribe individuals from all UHN mailing lists. Patient Consent for Email: UHN patients may provide their consent to communicate with UHN about their care using email. All electronic communication carries some risk. Please visit the UHN website and search “Using email to Communicate with Your UHN Health Care Team” to learn about the risks of electronic communication and how to protect your privacy. You may withdraw your consent to receive emails from UHN at any time. Please contact your care provider, if you do not wish to receive emails from UHN.

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Postdoc at Leiceseter University, UK
by Quian Quiroga, Rodrigo (Prof.) April 12, 2023

April 12, 2023

We are looking for a postdoc to study single cell recordings in humans, performed in epileptic patients for curative surgery. The project will investigate concept cells (a.k.a. Jennifer Aniston neurons) – that means, neurons in the hippocampus and surrounding areas that selectively fire to specific concepts, like different pictures and the written or spoken name of a particular person (e.g. Quian Quiroga et al, Nature 2005; Quian Quiroga, Cell 2019), which are involved in declarative memory functions. For more details see: https://web.archive.org/web/20220108024112/https://www2.le.ac.uk/centres/cs…<https://web.archive.org/web/20220108024112/https:/www2.le.ac.uk/centres/csn…> The successful candidate will contribute to performing recordings with patients and the analysis / modelling of the data to investigate the role of these neurons in memory. The candidate should have very good quantitative skills (data processing and programing e.g. in Matlab) and a strong background or interest in neuroscience. Informal enquiries are welcome and should be made to Prof. Rodrigo Quian Quiroga (rqqg1(a)le.ac.uk) For more details and to apply, please use this link: https://jobs.le.ac.uk/vacancies/7756/research-associate.html The closing date for the applications is 5th May 2023. Best, Rodrigo Rodrigo Quian Quiroga Centre for Systems Neuroscience University of Leicester http://le.ac.uk/csn

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