- Comp-neuro - lists.cnsorg.org

2 fully funded PhD positions in Groningen
by Michael Biehl Aug. 16, 2022

Aug. 16, 2022

Please excuse multiple postings Two fully funded PhD positions (4 years) are available at the University of Groningen within the project "Robust Learning of Sparse Representations in Neural Networks". The official job announcement including more details and contact information is now available at https://www.rug.nl/about-ug/work-with-us/job-opportunities/?details=00347-0… All applications should be submitted through this website before September 30, 2022. One PhD (PP1) will address the study of "push-pull inhibition" in Deep Learning, supervised by Dr. George Azzopardi (www.cs.rug.nl/~george) Candidates should have a strong background in brain inspired computing and deep learning. The second position (PP2) will be devoted to the statistical physics based analysis of model situations. Candidates for PP2 should have a strong background in (theoretical) physics, ideally with experience in the statistical physics based theory of neural networks and learning. Both positions will be fully funded (4 years) by the Groningen Cognitive Systems and Materials Center https://www.rug.nl/research/fse/cognitive-systems-and-materials/?lang=en -- --------------------------------------------------- Prof. Dr. Michael Biehl Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence P.O. Box 407, 9700 AK Groningen The Netherlands https://www.cs.rug.nl/~biehl m.biehl(a)rug.nl

1 0

Two postdoc positions
by Benjamin Dunn Aug. 16, 2022

Aug. 16, 2022

We have two open postdoctoral positions in projects to develop methods for large population neural data. We are looking for good people with backgrounds in statistics, statistical physics, machine learning, topological data analysis, etc., with experience developing and applying methods within neuroscience – ideally with a desire to figure out how the brain works. Many benefits: vacation, parental leave, socialized medicine (it’s Norway), good salary, supportive environment, trees, great science/math, fjords, etc. It’s nice here. Apply and get info more here: https://www.jobbnorge.no/en/available-jobs/job/229369/2-postdoctoral-fellow… And additional questions to benjamin.dunn(a)ntnu.no Benjamin Dunn Associate professor in neural data science Department of Mathematics & Kavli Institute for Systems Neuroscience, NTNU

1 0

Postdoctoral position: Theory of deep learning
by Saxe, Andrew Aug. 16, 2022

Aug. 16, 2022

The Saxe lab<http://saxelab.org> is looking for an outstanding postdoctoral researcher to join the group's research programme at UCL. The role lies at the interface of deep learning theory and theoretical neuroscience and will involve conducting research into artificial deep networks using techniques from applied mathematics. A particular focus is on understanding how depth affects learned representations and network behaviour. Funded by the Gatsby Charitable Foundation the Gatsby Computational Neuroscience Unit (GCNU) founded in 1998 is a world-leading centre for research in computational theoretical neuroscience and in probabilistic and statistical machine learning. The Unit's co-location with the Sainsbury Wellcome Centre at UCL creates the potential for a uniquely close interaction between theory and experiment in neuroscience and the integrated study of perception, control and learning. The appointment will initially be for a period of 2 years with the possibility of extension at the end of the period. To apply see the further details at the link below. Screening starts from Aug 25, 2022. https://atsv7.wcn.co.uk/search_engine/jobs.cgi?amNvZGU9MTg4NjEyMCZ2dF90ZW1w… Sincerely, Andrew Saxe

1 0

INCF Assembly 2022: Late-breaking abstract submission now open!
by INCF Aug. 12, 2022

Aug. 12, 2022

We are inviting submissions of late-breaking abstracts for INCF Neuroinformatics Assembly 2022 <https://neuroinformatics.incf.org/> - *submit your abstracts by Friday August 19!* Curious about which abstracts have already been approved? View the list here <https://neuroinformatics.incf.org/2022/abstracts-list>: bit.ly/INCFAppAbs22 The INCF Neuroinformatics Assembly is an interactive event that will take place virtually from September 12-16 on the Gather platform, with poster sessions in Zohuddle. We’ve chosen these platforms specifically to make your experience as close to an in-person experience as possible. *Why is Assembly’s format different from other virtual conferences?* The Gather platform enables you to “walk” around the virtual space and when you get close to other participants they will pop up on live video. This works the same for posters and exhibitor booths and gives you a much more interactive experience than your ordinary virtual conference! The Assembly offers many training opportunities for participants of all career stages - this year we offer a 2 PhD-credit course on “Neuroscience data integration through use of digital brain atlases”. Find more information about this course and other training sessions here <https://neuroinformatics.incf.org/2022/educational-courses>: bit.ly/Assembly2022courses *What is Zohuddle?* It’s an app to simplify virtual networking, specifically the poster session of Assembly. It works by letting you rank the abstracts that interest you the most, then creating a schedule of “huddles” with an integrated video chat for you to meet your matches! *Important dates:* - *Late-breaking abstract submission closes: Aug 19* - Assembly: September 12-16 *Submit your abstracts here: bit.ly/INCFabstracts22 <http://bit.ly/INCFabstracts22>* /The INCF Team

1 0

Two postdoc positions in theoretical neuroscience and nonlinear time-series analysis
by Hideaki Shimazaki Aug. 12, 2022

Aug. 12, 2022

*Call for postdoctoral researcher**s* Two postdoc positions are available in (A) theoretical neuroscience and (B) nonlinear time-series analysis/control (or active inference) under the supervision of Prof. Hideaki Shimazaki. *(A) Theoretical Neuroscience* We've been constructing statistical analysis methods for neural data to test theoretical hypotheses on the information coding, underlying circuitry mechanisms, and principles of adaptation in the brain (e.g., Bayesian brain hypothesis, predictive coding, free energy principles). We use methods in statistical physics and machine learning. See references below for our theoretical approaches to analyzing the dynamics of a neural population. We are looking for a postdoc interested in conducting theoretical studies while working closely with neuronal spiking and/or omics data. The contract is yearly-basis and renewable *until March 31, 2026*. Workplace: Kyoto University, Kyoto, Japan *(B) Nonlinear time-series analysis and active inference* Our group strives to understand theoretical principles of organisms' perception and behavior in adapting to the environment and extend the knowledge to create intelligent agents. A postdoc position is available for this research area. We are looking for a postdoc interested in, e.g., Bayesian time-series analysis and control on nonlinear dynamics, the free energy principle, and active inference. The contract is yearly-basis and renewable *until March 31, 2025*. Workplace: Kyoto University, Kyoto, Japan A successful applicant should have a Ph.D. in theoretical neuroscience, machine learning, physics, applied mathematics, or engineering, but not limited to these. The applicant should demonstrate research experiences with a strong publication record. Programming skills in Python or willingness to learn it, will be valued. To apply, please send a CV, a statement of research interest (maximum two pages), and contact information of two references to hideaki.shimazaki(a)gmail.com. Please indicate which job you are interested in (A or B, or both). Either English or Japanese is accepted. The starting date is flexible, while earlier arrival is appreciated. Screening starts *from September 16th*. The salary follows the university rule and depends on the expertise of an appointed researcher. Please feel free to send me any informal questions regarding this post. Sincerely, Hideaki Shimazaki, PhD Email: hideaki.shimazaki(a)gmail.com Webpage: http://www.neuralengine.org Ref: Aguilera, M., Moosavi, S. A., & Shimazaki, H. (2021). A unifying framework for mean-field theories of asymmetric kinetic Ising systems. Nature communications, 12, 1197 <https://www.nature.com/articles/s41467-021-20890-5>. Donner C, Obermeyer K, Shimazaki H. Approximate inference for time-varying interactions and macroscopic dynamics of neural populations. PLoS Computational Biology (2017) 13(1): e1005309 <http://dx.doi.org/10.1371/journal.pcbi.1005309> Shimazaki H, Amari S, Brown EN, and Gruen S, State-space analysis of time-varying higher-order spike correlation for multiple neural spike train data. PLOS Computational Biology (2012) 8(3): e1002385 <http://dx.doi.org/10.1371/journal.pcbi.1002385>

1 0

International Society for Contemplative Research (ISCR) Inaugural Meeting - Februrary 2-5, 2023
by Vago, David R (University) Aug. 11, 2022

Aug. 11, 2022

Hello colleagues and friends, Event: 2023 inaugural ISCR Annual Meeting Theme: The Self, Wellbeing, Compassion, and Justice Date: 2-5. February 2023 Location: San Diego, CA USA Host: UCSD Focus of society: To support the independent and collaborative work of scholars, scientists, clinicians, and practitioners who are engaged in the rigorous investigation of traditional and modern forms of contemplative and other mind-body practices. *************************** The International Society for Contemplative Research<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Furldefens…> invites individuals that support the Society’s aims<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Furldefens…> to submit Abstracts for the 2023 ISCR Annual Meeting at the University of California, San Diego, February 2-5. Individuals can submit through our Abstract submission system<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Furldefens…> to present in the following formats: Session (Format) Types (Not Including Lunch/Keynote/Invited Speakers): * Workshop ½ Day (3 hours) * Discussion/Roundtable Session (60 or 90 Minutes) * Symposium/Panel (60 or 90 Minutes) * Oral/Paper Presentation (20 Minutes) (If your Abstract is not selected for an Oral Presentation, you can have it considered for a "Poster" * “Poster” Presentation (or Flash Presentations/Abstract Presentation) (A “Poster” can also be considered for a 2-3 Minute Mini-Oral Presentation) +++ The Call for Abstracts is now open (deadline extended: September 30, 2022) +++ ISCR is committed to the principles of Diversity, Equity & Inclusion (see our statement) <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Furldefens…> and other diversity of thought such as Epistemological Diversity. Preference will be given to Abstracts that address diversity in all its forms. We encourage individuals to Join the Society<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Furldefens…> to enjoy a number of benefits, including reduced registration. Conference registration will open in August 2022, six months before the event dates. Confirmed keynote speakers are: Anil Seth, University of Sussex (UK) Alan Wallace, Center for Contemplative Research and Santa Barbara Institute for Consciousness Studies (USA) Kakali Bhattacharya, University of Florida (USA) Michael Yellow Bird, University of Manitoba (Canada) ============================== David R. Vago, Ph.D. Research Associate Professor | Department of Psychology | Vanderbilt Brain Institute | Vanderbilt University Contemplative Neuroscience & Mind-Body Research Laboratory<https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.conte…> | David.vago(a)vanderbilt.edu<mailto:David.vago@vanderbilt.edu> ------- Research Associate, Department of Psychiatry | Brigham & Women’s Hospital | Teaching Affliate of Harvard Medical School Functional Neuroimaging Laboratory<https://nam04.safelinks.protection.outlook.com/?url=http%3A%2F%2Fneuroimagi…> | dvago(a)bwh.harvard.edu<mailto:dvago@bwh.harvard.edu> ------- Research Lead | RoundGlass Living+ Mobile: +1 236-516-6530 [cid316398*image003.png(a)01D81EC5.75001580] ------- Director of Neurosciences, Executive Committee, International Society for Contemplative Research [ISCR]<https://www.contemplativeresearch.org/>

1 0

Information on the upcoming 7th HBP Student Conference on Interdisciplinary Brain Research
by HBP Education Aug. 5, 2022

Aug. 5, 2022

Dear Sir or Madam, We kindly ask you to include our upcoming 7th HBP Student Conference on Interdisciplinary Brain Research in your scientific event calendar or share via your communication channels. Please find further information about the event below and in the attached pdf file. Thank you very much for your support! With kind regards, HBP Education Team ____________________________________________ We are happy to invite you to the 7th HBP Student Conference on Interdisciplinary Brain Research. Please also share this information in your networks! The 7th HBP Student Conference will take place from 18-20 January 2023 in Madrid, Spain. Participation is open to the entire student community and early-career researchers, regardless of whether they are affiliated with the Human Brain Project (HBP) or not. The 7th HBP Student Conference provides an open forum for the exchange of new ideas among early career researchers working across various scientific fields relevant to the Human Brain Project (HBP), such as neuroscience, computer science, robotics, medicine, psychology, cognitive science, and philosophy. Attendees will be exposed to the data-driven and multidisciplinary brain research approach of the HBP and will have the opportunity to use the EBRAINS research infrastructure. The conference will provide space for extensive scientific dialogue (both intra- and interdisciplinary) amongst peers and faculty through a variety of discussion sessions, lectures, workshops & hands-on training sessions and social events. Call for Submissions The Conference invites high-quality submissions describing innovative research in all disciplines addressed in the HBP. These contributions can emphasize theoretical or empirical works relating to a wide spectrum of fields including, but not limited to neuroscience, computer science, robotics, medicine, psychology, cognitive science and philosophy. We particularly encourage submissions with a potential to inspire collaboration in the research community by introducing new and relevant problems, concepts, and ideas, even if the work is at an early stage of development. For further information on abstract submission please visit the conference website. The abstract submission deadline is 3 October 2022. Participants are also welcomed without contributing to the scientific programme. Early Bird Registration Deadline: 1 December 2022 Regular Registration Deadline: 4 January 2023 Please register via the conference website. For any further questions, please contact the HBP Education Programme via education(a)humanbrainproject.eu. We are looking forward to an interesting and productive conference! With kind regards, HBP Education Team

1 0

Assistant Professor Position at the University of Calgary
by Wilten Nicola Aug. 4, 2022

Aug. 4, 2022

Dear Comp Neuro community, The University of Calgary is currently looking for an assistant professor in biostatistics. This includes computational neuroscientists with a strong statistical background. The full job ad can be found at https://www.mathjobs.org/jobs/list/20288 and I encourage all potential applicants to reach out to the department head, Dr. Antony Ware ( aware(a)ucalgary.ca) for questions. Assistant Professor – Biostatistics Faculty of Science, Department of Mathematics & Statistics The Department of Mathematics and Statistics at the University of Calgary seeks outstanding candidates for a tenure-track position at the rank of Assistant Professor in Biostatistics with an anticipated start date of 1st January, 2023. The successful candidate will have a PhD in biostatistics/statistics or a closely related field. They will have a research program in biostatistical analysis, methodology development, and computation, with a focus on the statistical analysis of and computation with complex data from human, animal, or health/biomedical research and clinical work. They will have an outstanding record of research in the form of publications in high-impact, peer-reviewed journals, awards, invited talks and other scholarly achievements, as appropriate for their career path and stage. A demonstrated record of or potential for attracting and sustaining peer-reviewed external funding is also required, as is a commitment to high-quality teaching and supervision at the undergraduate and graduate level. The successful candidate will join a multidisciplinary and inter-Faculty team of statisticians, biologists, medical researchers and investigators studying models and clinical realities of human and animal disease. Peer-reviewed external funding is expected to be sustained throughout the appointment, and industrial partnerships are strongly encouraged where appropriate. The position includes both teaching and research responsibilities, and will include expectations to recruit and supervise graduate students. Candidates must have excellent communication and interpersonal skills. The candidate is expected to contribute to the interdisciplinary Biostatistics and Data Science programs at the University and to complement Department expertise at both undergraduate and graduate levels. This is an excellent opportunity to develop a vigorous and independent research program within a dynamic and collaborative environment in the Department. The Department has established expertise in statistical research and is developing links with the biomedical research and data science groups in the Faculty of Science, the Cumming School of Medicine and the Faculty of Veterinary Medicine at the University, surrounding research communities and industry. The Department offers a vibrant research environment and the statistical faculty members in the Department excel in both research theory and methods as well as interdisciplinary collaborative work. The Department’s current research areas are broad and support three graduate programs in statistics, biostatistics and actuarial science. The Department is co-hosting programs in Data Science and Analytics with the Department of Computer Science. Current research areas of the biostatistics group include causal inference, Bayesian methods, big data analytics, empirical likelihood, extreme-value analysis, infectious disease modeling, lifetime data analysis, methods for high-dimensional data, non-parametric methods, pseudo and composite likelihood methods, semiparametric and nonparametric models, statistical learning and data mining. The Department is home to the Research Group in Biostatistics (RGB), which is a diverse and active group that includes researchers and students with methodological and applied interests in the medical, health, biological, and social sciences. The University of Calgary offers graduate Biostatistics research training opportunities run jointly by the Departments of Mathematics and Statistics (Faculty of Science) and Community Health Sciences (Cumming School of Medicine). This graduate training is offered at both the PhD and MSc Thesis levels, available as an interdisciplinary specialization in Biostatistics. The University of Calgary, jointly with the University of British Columbia – Okanagan, operates the Canadian Statistical Sciences Institute (CANSSI) Rocky Mountain Data Science Network that offers excellent Biostatistics graduate students the chance of paid four- or eight-month internships, working in governmental, industrial and academic environments. We are currently establishing the CANSSI Rockies Regional Centre that will provide further training and collaborative opportunities with colleagues from 11 other universities in AB, B.C. and Yukon. How to apply Interested individuals are encouraged to submit an application online via the MathJobs.org website. Applications must include the following: • a cover letter containing a description of why this position is of interest to the candidate, and a clear statement of their Canadian Citizenship/Residency status • a description of past, current and future research • a statement describing the candidate’s contributions, or potential contributions to, Equity, Diversity, and Inclusion (EDI) along with their ability to work with a culturally diverse and international student, staff, and faculty body (up to 1 page) • a concise statement of teaching philosophy and focus (1 page) • a curriculum vitae • names and contact information for three references. Three letters of reference, at least one of which addresses teaching, will be required for shortlisted candidates. These letters may be uploaded onto the MathJobs.org site or, if requested, sent directly by the references to Dr. Antony Ware, Head, Department of Mathematics and Statistics Email: aware(a)ucalgary.ca University of Calgary, 2500 University Drive Calgary, AB T2N 1N4 Questions may be addressed to the Search Committee by emailing search(a)math.ucalgary.ca. Only applications received by 30th September, 2022 will be guaranteed full consideration. The University of Calgary’s comprehensive benefits and pension program is designed to promote a productive level of health and well-being to staff members through coverage for health, dental, life insurance, income protection for disability, and retirement income planning. To learn about our comprehensive benefits package, please visit http://www.ucalgary.ca/hr/academic_benefits_pension. The University of Calgary has launched an institution-wide Indigenous Strategy in line with the foundational goals of Eyes High, committing to creating a rich, vibrant, and culturally competent campus that welcomes and supports Indigenous Peoples, encourages Indigenous community partnerships, is inclusive of Indigenous perspectives in all that we do. The University of Calgary recognizes that a diverse staff/faculty benefits and enriches the work, learning and research experiences of the entire campus and greater community. We are committed to removing barriers that have been historically encountered by some people in our society. We strive to recruit individuals who will further enhance our diversity and will support their academic and professional success while they are here. All qualified candidates are encouraged to apply; however, Canadians and permanent residents will be given priority. In this connection, in the cover letter included in your application, please state clearly whether or not you are either a Canadian citizen or a permanent resident of Canada. Additional Information The University of Calgary is pursuing a Growth Through Focus strategic vision involving future-focussed program delivery, transdisciplinary scholarship, and deeper community integration. To learn more about academic opportunities at the University of Calgary and all we have to offer, view our Academic Careers website. For more information about the Faculty of Science visit Careers in the Faculty of Science. About the Faculty of Science The Faculty of Science has been catalyzing change and inspiring discovery, creativity, and innovation for over 50 years. Our strategic direction integrates current and emerging strengths with areas targeted for future growth and investment. Our strategic priorities, goals, and values guide our mission to advance research, scholarship, and innovation, create authentic learning experiences, and inspire careers of the future. We fuel transformational change, and build a strong community through teaching, learning, research, scholarship, and collaborative partnerships. We do this work to generate curiosity-driven discovery and contribute solutions to society's grand challenges. For more information, visit science.ucalgary.ca. We thrive in the dynamic context of the University of Calgary, one of Canada’s most youthful and innovative universities. We are a bold and ambitious research university, grounded in innovative learning and teaching, fully engaged in Calgary’s entrepreneurial spirit. *About the University of Calgary *The University of Calgary is Canada’s leading next-generation university – a living, growing and youthful institution that embraces change and opportunity with a can-do attitude. Located in the nation’s most enterprising city, the university’s Growth Through Focus strategy is putting it on course to be an entrepreneurial university, where students, faculty and staff face fewer barriers to innovation and more tools to change the world around them. The University of Calgary inspires and supports discovery, creativity and innovation across all disciplines. For more information, visit ucalgary.ca. *About Calgary *Alberta Calgary is one of the world's cleanest cities and has been named one of the world's most livable cities for years. Calgary is a city of leaders - in business, community, philanthropy and volunteerism. Calgarians benefit from a growing number of world-class dining and cultural events and enjoy more days of sunshine per year than any other major Canadian city. Calgary is less than an hour's drive from the majestic Rocky Mountains and boasts the most extensive urban pathway and bikeway network in North America

1 0

Upcoming events by the HBP Education Programme
by HBP Education Aug. 4, 2022

Aug. 4, 2022

Hello, I hope this e-mail finds you well. We are the Human Brain Project Education Programme and specialise in organising workshops and events in which participants are introduced to the research infrastructure EBRAINS. I would like to raise awareness for two upcoming events. Please consider adding them to your list of upcoming events. ---------------------------------------------------- Young Researchers Event meets HIBALL: new digital tools to study the brain Date: 25 October 2022 Website: https://www.humanbrainproject.eu/en/education-training-career/YRE2022-Croat… Description: The human brain is a multi-level and highly complex system that produces, processes and transmits information in an incomparable manner. The Human Brain Project (HBP) unites researchers and scientists to decode the mechanisms underlying this unique system by investigating the human brain and its diseases with the help of highly advanced ICT tools. As such, the HBP is developing EBRAINS, the new European digital research infrastructure, as a lasting contribution to the global science community, an open source tool that allows scientists and technology experts to seamlessly collaborate, thereby accelerating advancements in the fields of neuroscience, computing and brain-related medicine. The Helmholtz International BigBrain Analytics and Learning Laboratory (HIBALL) is an HBP Partnering Project that aims to transform the well-known BigBrain model to its next level by reinforcing utilization and co-development of the latest AI and high-performance computing (HPC) technologies for building highly detailed 3D brain models. HBP and EBRAINS together with the University of Zagreb, School of Medicine and HIBALL invite the entire scientific community, in particular early career researchers, to join the forthcoming Young Researchers Event (YRE), taking place on 25th October in Zadar, Croatia and online. During this one-day free hybrid event, participants can learn more about topics like big data analytics, human brain atlasing and computational neuroscience in interactive plenaries and hands-on workshops. The programme also offers networking opportunities for participants to exchange with peers as well as renowned experts. This event will take place in conjunction with the 6th BigBrain Workshop - From microstructure to functional connectomics. Address: Falkensteiner Resort Punta Skala, 2321 Petrčane, Croatia Registration deadline: 4 October 2022 ———————————————— EBRAINS Workshop: Anatomy and function of the prefrontal cortex across species Date: 14-16 March 2023 Website: https://www.humanbrainproject.eu/en/education/YRE2022-Denmark/ Description: Understanding the human brain relies for a large part on work in animal models, which necessitates a careful cross-species comparison. The prefrontal cortex (PFC) is particularly relevant in this regard as its function is poorly understood and potential cross-species differences remain highly debated. This workshop brings together experimental and computational scientists whose work allows a comparison of the anatomy and function of the PFC between species (in particular between humans, monkeys and mice). EBRAINS is uniquely suited to provide a platform to compare anatomy, physiology and behaviour between species, due to its atlases, numerous datasets, as well as the whole brain models from different species. The interactive format of the workshop will allow speakers as well as participants from largely separated fields to interact and discuss, which is expected to create novel insights as well as lead to more coherence and clarity in the relevant terminology, formats and important research directions in the field. Address: ICM Institute for Brain and Spinal Cord, 47, bd de l'hôpital, Paris, France Registration deadline: 21 November 2022 (Early-Bird Registration), 28 February 2022 (Late Registration) ———————————————————————— Please don’t hesitate to contact us should you need further information. Thank you in advance The HBP Education Team

1 0

DeepMath 2022 Submission Deadline
by Ahmed El Hady Aug. 1, 2022

Aug. 1, 2022

** *Dear all,* * We are pleased to announce our confirmed lineup of invited speakers for DeepMath 2022: * Francis Bach (INRIA) * Anima Anandkumar (CalTech) * Sara Solla (Northwestern) * Berk Ustun (UCSD) * Yisong Yue (Caltech) * Courtney Paquette (McGill) We are now accepting abstract submissions to the 2022 Conference on mathematical theory of deep neural networks (DeepMath; see https://deepmath-conference.com <https://deepmath-conference.com>for more information). DeepMath is a highly interdisciplinary conference focused on understanding fundamental theory driving the success of Deep Learning. A principal goal of this conference is to bring together theoreticians working on deep learning from various disciplines and perspectives. We therefore encourage submissions from researchers from diverse disciplines including, but not limited to * Statistics * Physics * Computer science * Neuroscience * Mathematics * Psychology * Engineering Topics may address any area of deep learning research such as * Expressivity * Generalization * Optimization * Representations * Computation * Network architectures * Recurrent networks. To complement the many conferences with applications andtheory the focus for DeepMath 2022 will be exclusively on thetheoretical and mechanistic understandingof the underlying properties of neural networks. Abstracts will not be made public (i.e., no official proceedings), and will be doubly-blind reviewed and selected for quality. All poster submissions should be properly anonymized in order to allow for blind refereeing. Submissions should be no more than 1 pagealthough a second page may be used for references. Authors should submit a pdf file prepared using the Latex style file available here <https://drive.google.com/file/d/1dkDhgVN5SHphwQKNLnQiDzkgbp0NFyNT/view?usp=…>and should adopt all formatting, subject headings, font sizes, etc. defined therein. Submissions that fail to meet the format requirements will not be reviewed. The first author listed on the abstract is considered to be the presenting author. Each presenting author may submit only one abstract. Investigators interested in having their abstracts considered for presentation should submit their abstracts no later than August 14, 2022 AOE. Authors may submit their abstracts at: https://cmt3.research.microsoft.com/DEEPMATH2022/ == Location == DeepMath 2022 will be held in San Diego, CA, USA. We anticipate requiring proof of full vaccination as a condition of attendance, and plan on having masking and other requirements equal or more stringent than local and national public health guidelines. Stay tuned to the DeepMath website (www.deepmath-conference.com <http://www.deepmath-conference.com>) for more details on venue and hotels. As with all prior years, all talks will be freely live-streamed over YouTube and subsequently posted on the DeepMath YouTube channel == Registration == DeepMath 2022 registration will open late summer. As with previous DeepMath conferences, all talks will be live-streamed for free and uploaded for later viewing subject to presenter approval. All the best, Ahmed El Hady On behalf of the DeepMath 2022 Organizational Committee *

1 0