April 2016 - Comp-neuro - lists.cnsorg.org

postdocotral fellowship: empirical testing of integrated information theory with neural recordings

by Naotsugu Tsuchiya

Advertisement: Postdoctoral position at Monash University, Australia. A postdoctoral position is available to work on a JST (Japan Science and Technology) funded CREST research project on “Towards constructing artificial consciousness based on the integrated information theory (IIT)” (PIs: Kanai, Kawanabe and Maekawa, Co-PIs: Tsuchiya and Oizumi), which started in Oct 2015 and will run for 5.5 years till Mar 2021. The initial appointment will be for one year, with renewal based upon satisfactory performance and evaluation. Salary will be commensurate with experience. We are looking for a postdoctoral fellow whose main research interest is the neuronal basis of consciousness, the analysis of multi-channel neural data and the integrated information theory (IIT) of consciousness, in order to empirically test predictions from IIT in real neural systems For those who are interested, please check out the following key papers for the project. 1. Measuring integrated information from the decoding perspective http://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.10046… 2. A unified framework for information integration based on information geometry http://arxiv.org/abs/1510.04455 3. Contents of Consciousness Investigated as Integrated Information in Direct Human Brain Recordings http://biorxiv.org/content/early/2016/02/15/039032 You will be employed at Araya Brain Imaging (CEO: Kanai) in Japan, but the actual location of work will be conducted at A/Prof NaotsuguTsuchiya's lab in Monash University, Australia. There will be some travels between Japan and Australia at least twice a year to maximise interactions within the team in Japan. Required skills: excellent programming, familiarity in key mathematical concepts especially machine learning and information theory. Excellence in written and oral English communication skills, as supported by objective publication recorded, will be essential. Monash University, one of the eight top universities in Australia (G8), is forming a strong cluster of consciousness researchers, called Monash Neuroscience of Consciousness (MoNoC http://ochinpun.wix.com/monoc#!who_we_are/c139r) ranging from philosophers, neurophysiologists, and psychologists. We are located in the building with excellent cognitive neuroscience tools available (simultaneous EEG & fMRI experiments and EEG/TMS & fMRI experiments at Monash Brain Imaging facility, which hosts a research-only MRI scanner, EEG, TMS and eye tracking. http://mbi.monash.edu.au/) Interested candidates are encouraged to send a CV, statement of research accomplishments and interests, PDF copies of representative publications, and contact information for 2 reference letters to: naotsugu.tsuchiya(a)monash.edu Application review will begin immediately and continue until the positions are filled. Best wishes, Nao Tsuchiya -- -- *Nao (Naotsugu) Tsuchiya* Associate Professor *Monash Institute of Cognitive and Clinical Neurosciences* Attention and Memory Program School of Psychological Sciences Monash University 770 Blackburn Monash Brain Imaging facility, Clayton, VIC 3800 Australia T: +61 3 9905 4564 E: naotsugu.tsuchiya(a)monash.edu W: homepage: http://users.monash.edu.au/~naotsugt/Tsuchiya_Labs_Homepage http://med.monash.edu.au/psych/email-sig/miccn-email-sig.jpg <http://www.monash.edu/neuro-institute/> 2. ARC Future Fellow 3. Visiting Researcher at Department of Dynamic Brain Imaging, Advanced Telecommunications Research (ATR), Japan 4. Visiting Researcher at CiNet, Osaka University, Japan orcid.org/0000-0003-4216-8701

April 25, 2016

Last Call for Abstracts in Brain/Computer/Machine Interfacing and Neuromodulation

by Camille Grigsby-Rocca

Dear Colleagues, We are pleased to announce the final call for abstracts for Neuromodulation: The Science Conference, for the Neurovations Awards for Scientific Excellence in Neuromodulation. Submissions are due this Friday, April 29, 2016 for our upcoming neuroscience summit, slated for May 25-29, 2016 in San Francisco. See the Abstract Submission Guidelines here<http://ntsconference.com/neurovations-award/>. The Scientific Committee is accepting abstracts for posters presenting original basic or clinical scientific research or updates in brain/computer/machine interfacing, neuromodulation of the brain and nervous system, and bioengineering. Three prizes in the amounts of $3000, $2000, and $1000 are available for the posters selected by the committee. Awards will be presented on the final day of the conference. All posters must be attended by a registered conference attendee. Early registration rates are available through April 29. Discounted lodging rates at the Hyatt Regency Embarcadero, San Francisco, run until April 29. Abstracts will be accepted through April 29. We would be grateful if you would share this information with your colleagues, and hope to see you at our meeting next month. More information is available at ntsconference.com - I have also included more below on our poster requirements and meeting, including our full Scientific Committee. Please email education(a)neurovations.com directly with any further questions. VIEW THE FULL CONFERENCE PROGRAM HERE<http://ntsconference.com/wp-content/uploads/2015/04/NTS_agenda_040516.pdf>. With warm regards, Camille Grigsby-Rocca Neurovations Education ________________________________ SCIENTIFIC COMMITTEE Elliot Krames, MD Past President INS, Founding Editor of Neuromodulation Eric Grigsby, MD, MBA CEO, Neurovations Clinical Research and Education Founder, Napa Pain Institute, the SpectrumCare Group Peter Staats, MD Premier Pain Centers, Past President, NANS Joe Pancrazio, PhD Associate Provost and Professor of Biomedical Engineering at University of Texas at Dallas Hunter Peckham, PhD Professor Biomedical Engineering, Case Western Reserve University Dominique Durand, PhD El Lindseth Professor of Biomedical Engineering, Case Western Reserve Universtiy Magdy Hassouna, MD, PhD Department of Urology, University of Toronto Ali Rezai, MD Director, OSU Neuroscience Program, Stanley and Jodi Ross Chair in Neuromodulation, Associate Dean of Neurosciences, Professor of Neurosurgery and Neuroscience Robert Gross, MD, PhD Professor, Departments of Neurosurgery, Neurology, Biomedical Engineering, and Neuroscience,Director, Functional, Stereotactic & Epilepsy Surgery Division Tony Yaksh, PhD Distinguished Professor in Anesthesiology and Pharmacology and Vice Chairman for Research in Anesthesiology(1988-present), Co-director of the Pain and Symptom Management Core of the UCSD Regional Cancer Center Chad Bouton, MS Division Leader, Neurotechnology and Analytics, The Feinstein Institute for Medical Research, Managing Director, Center for Bioelectronic Medicine Simon Thomson, MD Past President, INS Bengt Linderoth, MD, PhD Professor of Neurosurgery, retired, Karolinska Institute Robert Foreman, PhD George Lynn Cross Research Professor, University of Oklahoma, Dept of Physiology, retired Michael DeJongste, MD, PhD Faculty of Medical Sciences, Dept of Cardiology, University of Groningen Jiande Chen, PhD Professor of Medicine and Professor of Biomedical Engineering, Johns Hopkins University

April 25, 2016

Funded PhD studentship in eye-hand coordination in virtual reality (UK/EU students only)

by Sang-Hoon Yeo

Development of a low-cost, virtual reality based eye-hand coordination assessment system for home-based rehabilitation Dr Sang-Hoon Yeo and Dr Ned Jenkinson, School of Sport, Exercise and Rehabilitation Sciences University of Birmingham, UK Starting October 2016, We have a funded PhD studentship available for UK and EU (who have been in UK for more than 3 years) students. The goal of this 3 year PhD project is 1) to develop a novel virtual reality based hardware and software platform that can capture and assess the three-dimensional eye-hand coordination patterns during interceptive movements and 2) to build a computational model that will advance our quantitative understanding of the brain’s interception mechanism. One unique and innovative aspect of the development is that the whole system will consist of consumer-level display and motion tracking devices (head mounted display, e.g. Oculus Rift, with and eye tracking ability and magnetic sensor based 3D joysticks), of which the total cost will be no more than £1,000. This will allow us to build a cost-effective, home-based health care system that can be easily distributed to patients’ home, which will quantitatively evaluate the patient’s sensorimotor performance, detect and prevent preemptively any potential neuromotor disorders, and help patient’s rehabilitation following neuromotor disease. We are looking for motivated people to participate in the development of the experimental platform, data collection and computational modelling / analysis. The ideal candidate will have a background in computer science, robotics, psychology, mathematics, physics, and have some experience (or at least a keen interest) in one or more of the following fields: human movement experiment, motion capture, eye-tracking, computer animation, virtual reality, software development. Please contact Dr Sang-Hoon Yeo (s.yeo(a)bham.ac.uk) for further information. Deadline for application is 20-MAY-2016. Best wishes, Sang-Hoon -- Dr Sang-Hoon Yeo Lecturer in Biomechanics and Motor Control School of Sport, Exercise & Rehabilitation Sciences The University of Birmingham Edgbaston, Birmingham, B15 2TT, United Kingdom +44(0)121 414 8748

April 24, 2016

CALL FOR SUBMISSION for the Fourth International Conference on CSCEET 2017 in Lebanon

by Grace Allas

*** CALL FOR PAPERS SUBMISSION *** The Fourth International Conference on Computer Science, Computer Engineering, and Education Technologies (CSCEET2017) April 26-28, 2017 Faculty of Engineering - Lebanese University Beirut, Lebanon http://sdiwc.net/conferences/csceet2017/ ---------------------------------------------------------- All registered papers will be submitted to IEEE for potential inclusion to IEEE Xplore The conference aims to enable researchers build connections between different digital applications. The event will be held over three days, with presentations delivered by researchers from the international community, including presentations from keynote speakers and state-of-the-art lectures. RESEARCH TOPICS ARE NOT LIMITED TO: • Information and Data Management • Social Networks • Data Compression • Information Content Security • E-Technology • Mobile, Ad Hoc and Sensor Network Management • E-Government • Web Services Architecture, Modeling and Design • E-Learning • Semantic Web, Ontologies • Wireless Communications • Web Services Security • Mobile Networking, Mobility and Nomadicity • Quality of Service, Scalability and Performance • Ubiquitous Computing, Services and Applications • Self-Organizing Networks and Networked Systems • Data Mining • Data Management in Mobile Peer-to-Peer Networks • Computational Intelligence • Data Stream Processing in Mobile/Sensor Networks • Biometrics Technologies • Indexing and Query Processing for Moving Objects • Forensics, Recognition Technologies and Applications • Cryptography and Data Protection • Information Ethics • User Interfaces and Usability Issues form Mobile Applications • Fuzzy and Neural Network Systems • Mobile Social Networks • Signal Processing, Pattern Recognition and Applications • Peer-to-Peer Social Networks • Image Processing • Sensor Networks and Social Sensing • Distributed and parallel applications • Social Search • Internet Modeling • Embedded Systems and Software • User Interfaces, Visualization and Modeling • Real-Time Systems • XML-Based Languages • Multimedia Computing • Network Security • Software Engineering • Remote Sensing --------------------------------------------------------------- IMPORTANT DATES Submission Deadline : Open from now until Feb 26, 2017 Notification of Acceptance : March 11, 2017 or 4 weeks from the date of submission Camera Ready Submission : March 26, 2017 Registration Deadline : March 26, 2017 Paper Submission: http://sdiwc.net/conferences/csceet2017/openconf/openconf.php Write us for more details: csceet17(a)sdiwc.net

April 24, 2016

NEURAL COMPUTATION - May 1, 2016

by Terry Sejnowski

Neural Computation - Volume 28, Number 5 - May 1, 2016 Available online for download now: http://www.mitpressjournals.org/toc/neco/28/5 ----- Article Causal Inference on Discrete Data via Estimating Distance Correlations Furui Liu, Laiwan Chan Note A Mathematical Motivation for Complex-valued Convolutional Networks Mark Tygert, Joan Bruna, Soumith Chintala, Yann LeCun, Serkan Piantino, and Arthur Szlam Letters Learning Precise Spike Train to Spike Train Transformations in Multilayer Feedforward Neuronal Networks Arunava Banerjee Separating Spike Count Correlation From Firing Rate Correlation Giuseppe Vinci, Valerie Ventura, Matthew A. Smith, and Robert E. Kass Effect of Reference Scheme on Power and Phase of the Local Field Potential Vinay Shirhatti, Ayon Borthakur, and Supratim Ray State Space Analysis of Granger-Geweke Causality With Application to fMRI Victor Solo Whole-Body Reaching Movements Formulated by Minimum Muscle-Tension Change Criterion Naoki Kudo, Kyuheong Choi, Takahiro Kagawa, and Yoji Uno Recurrent Neural Network for Computing Outer Inverse Ivan S. Zivkovic, Predrag S. Stanimirovic, and Yimin Wei ------------ ON-LINE -- http://www.mitpressjournals.org/neuralcomp SUBSCRIPTIONS - 2016 - VOLUME 28 - 12 ISSUES Student/Retired $78 Individual $138 Institution $1,108 MIT Press Journals, One Rogers Street, Cambridge, MA 02142-1209 Tel: (617) 253-2889 FAX: (617) 577-1545 journals-cs(a)mit.edu ------------

April 24, 2016

Postdoctoral position at UC Santa Barbara

by Yon Visell

We are seeking a highly creative and motivated postdoctoral fellow to work in the RE Touch Lab (http://www.re-touch-lab.com) College of Engineering, University of California, Santa Barbara, within a multidisciplinary team of roboticists, engineers, and scientists. The successful candidate will undertake research aimed at illuminating biomechanical mechanisms of sensory information processing in the upper limb. We are using novel instrumentation, 3D imaging techniques, and computational modeling, in order to characterize sensory information processing associated with soft tissue dynamics in the whole limb, including signals associated with multi-digit grasping and manipulation. The results will guide the design of new interactive technologies with applications in VR and robotics. We are interested in candidates with possible expertise in a number of potential areas, including any of the following: - Perception; Decision theory - Signal processing - Probabilistic and computational models of behavior - Deformable image registration Consideration will be given to candidates with strong quantitative skills and a recent (< 5 years) PhD in a relevant field (computational neuroscience, psychology, computer science, engineering, etc). A PhD is required. Salary will be highly competitive. The RE Touch Lab is affiliated with the Department of Electrical and Computer Engineering (http://ece.ucsb.edu) and the Media Arts and Technology Graduate Program (http://www.mat.ucsb.edu) an interdisciplinary program at the convergence of art, multimedia and engineering. The lab is physically integrated in the UCSB California NanoSystems Institute - A unique institution combining multiple Engineering departments at UCSB, and whose faculty include Nobel Prize winners, Fields Medal winners, Technical Academy Award winners, and multiple National Academy of Science members. With world-class facilities set in a beautiful mediterranean climate on the California shore, the University of California, Santa Barbara College of Engineering is rated among the top 10 in the world. Interested parties should contact Professor Yon Visell <yonvisell(a)ece.ucsb.edu> for information. Applicants are asked to a CV, copies of relevant publications, and contact information for at least three references. The Department is especially interested in candidates who can contribute to the diversity and excellence of the academic community through research, teaching and service. The University of California is an Equal Opportunity/Affirmative Action Employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability status, protected veteran status, or any other characteristic protected by law. _________________________________________________________ Yon Visell, PhD Assistant Professor University of California, Santa Barbara Electrical and Computer Engineering Department Media Arts & Technology Graduate Program Mechanical Engineering Department www.re-touch-lab.com Mobile: +1 267 800 8960 _________________________________________________________

April 23, 2016

DENDRITES 2016, June 18-21, Crete: EMBO travel fellowships

by Yiota Poirazi

Please post this announcement on the comp-neuro list. Thanks much! Yiota Poirazi ----------------------- Dear colleagues, We are happy to announce additional support from EMBO for the DENDRITES 2016 EMBO Workshop <www.dendrites2016.gr>. As a result: *A.* Early registration rates extend to May 31st, 2016 B. We offer *six* travel fellowships (up to 500 Euro) provided by EMBO for participants of the DENDRITES 2016 meeting working in *Croatia, Czech Republic, Estonia, Greece, Hungary, Italy, Malta, Poland, Portugal, Slovakia, Slovenia, Spain* and*Turkey*. Interested candidates, including both registered and new participants, must submit: 1) a short Resume 2) a short statement of why they wish to attend the workshop and why financial support is critical for them 3) at least one letter of recommendation The above should be submitted by email to poirazi(a)imbb.forth.gr by *May 8th, 2016*. Awardees will be announced on *May 15th, 2016*. on behalf of the organizing committee, Yiota Poirazi *---------------------------------- EMBO Workshop on Dendritic Anatomy, Molecules and Function (DENDRITES 2016)* Heraklion, Crete, Greece June 18-21, 2016 http://dendrites2016.gr/ <http://www.dendrites2016.gr/> info(a)dendrites2016.gr <mailto:info@dendrites.gr> _Organizers:_ Yiota Poirazi, IMBB-FORTH Michael Hausser, UCL * * Matthew Larkum, Humboldt University _Invited speakers (scientific talks): _ Claudia Clopath Daniel Dombeck Casper Hoogenraad Arthur Konnerth Attila Losonczy Judit Makara Rishikesh Narayanan Elly Nedivi Jackie Schiller Erin Schuman Idan Segev Nelson Spruston Greg Stuart _Invited speakers (Career Issues in academia):_ Monica Di Luca, FENS President: "Publication issues: right time for a reality check" Camilla Belone, FENS-Kavli Scholar: "Retention of women in high levels of neuroscience - Perspectives" Emre Yaksi, FENS-Kavli Scholar: "Funding opportunities in Neuroscience: how to write a successful grant proposal" Matthew Larkum: "How to write an influential scientific publication" -- Panayiota Poirazi, Ph.D. Director of Research Computational Biology Laboratory Institute of Molecular Biology and Biotechnology (IMBB) Foundation of Research and Technology-Hellas (FORTH) Vassilika Vouton, P.O.Box 1385 GR 711 10 Heraklion, Crete, GREECE Tel: +30 2810 391139 <tel:+30%202810%20391139> Fax: +30 2810 391101 <tel:+30%202810%20391101> Εmail: poirazi(a)imbb.forth.gr <mailto:poirazi@imbb.forth.gr> http://www.dendrites.gr Chair http://www.fens.org/Outreach/FENS-Kavli-Network-of-Excellence/ -

April 23, 2016

MSc program in Neuroscience - Univ. Freiburg, Germany

by Carsten Mehring

MSc program in Neuroscience - University of Freiburg, Germany We are inviting applications for the interdisciplinary MSc program in Neuroscience at the University of Freiburg, Germany. The program provides theoretical and practical training in neuroscience, covering both the foundations and latest research in the field. It is taught by lecturers from an international scientific community from three faculties and two neuroscience research centres. The modular course structure caters to the specific backgrounds and research interests of each individual student and we offer specialisations in computational neuroscience, neuro-/optophysiology, neurotechnology and developmental neuroscience. All courses are taught in English and the program is free of tuition fees. We welcome applications with a background in natural sciences, mathematics, behavioural sciences, computer science or engineering sciences. The deadline for applications for a start in October 2016 is the 15th of July (EU students) or the 31st of May (non-EU students). Further details can be found on our homepage http://www.mscneuro.uni-freiburg.de <http://www.mscneuro.uni-freiburg.de/> Please contact mscneuro@uni-freiburg,de for further questions. With best regards Carsten Mehring — Bernstein Center Freiburg & Faculty of Biology University of Freiburg

April 23, 2016

Fully funded PhD position, University of Genoa, Italy – "Computational Neuroengineering"

by Silvio P. Sabatini

Applications are invited for one full-time PhD studentship for a period of 3 years, at the Department of Informatics, Bioengineering, Robotics, and System Engineering (DIBRIS), University of Genoa, Italy. The position will start on Nov 1st, 2016 on the following research project: *Sensory processing in large-scale hierarchical networks of interacting neuronal assemblies* Feed-forward networks provide a minimal framework to study coding and decoding strategies as well as to interpret certain aspects of cortical information processing. Following this architectural paradigm, deep networks have been proposed to specialize for different perceptual tasks, for taking decisions, or planning motor acts. However, such networks rely on an over-simplification in which single nodes model homogeneous population of cells and connections represent average interactions among populations (i.e., meta-network approach). The proposed project aims to increase the complexity and the realism of this model by designing and analyzing the behavior of large-scale hierarchical network of interacting neuronal assemblies. Each node should be modeled as an assembly composed of excitatory and inhibitory neurons with their own dynamics. The neurons of each assembly will respond to properties of the visual signal through their afferent receptive fields. Yet, their overall behavior will emerge from recurrent interactions, and will be ruled by network-parameters, like balance between excitation and inhibition, kind of connectivity, number of neurons of each of these assemblies. The goal is to develop a new model and to investigate the role of specific vs. unspecific inhibition on the tuning properties of the single cells, and on the efficiency of the code provided by the emerging functionally homogeneous populations, and on their attendant adaptation capabilities. The dynamic properties of the network will be analyzed in relation with the interconnections topology, and eventually related to its sensory processing capabilities. The research will be conducted at the NBT and PSPC labs of DIBRIS, under the joint guidance of Paolo Massobrio and Silvio P. Sabatini. Successful applicants would have a background (M.Sc. degree) in bioengineering, computer science, physics or related disciplines; strong interest in computational neuroscience; attitude for problem solving. Interests in understanding/learning basic biology. Essential skills comprise Matlab and/or C++/C# programming. Experience in computational neuroscience is a plus. * HOW TO APPLY Candidates must have: - a University degree at Master level (or expect to obtain it by October 31st, 2016) in Bioengineering, Computer Science, Physics or related disciplines; - strong interest in computational neuroscience; attitude for problem solving. Interests in understanding/learning basic biology. - Essential skills comprise Matlab and/or C++/C# programming. Experience in computational neuroscience is a plus. Online application is possible till June 10th, 2016 (at noon) Italian time Full details on the call and the application procedure are available at: http://www.studenti.unige.it/postlaurea/dottorati/XXXII/ENG/ http://phd.dibris.unige.it/biorob/index.php/how-to-apply Prospective students, please contact either Paolo Massobrio (paolo.massobrio(a)unige.it) or Silvio P. Sabatini (silvio.sabatini(a)unige.it) providing your CV and qualifications, the name and contact details of two references, and a description of your research interests. * WHERE NBT-Lab has a recognized experience in the field of in vitro electrophysiology (gained through several national and international projects), computational neuroscience and neuroengineering. Currently, the main goal of the lab is the understanding of the interplay between dynamics and connectivity in large-scale neuronal networks. PSPC-Lab has a long-standing expertise in visual coding and multidimensional signal representation, robot perception and computer vision. In the last years, the lab’s research activity focused on the analysis of the structural mechanisms of visuo-spatial cognition, responsible for orienting and interacting in the 3D space. Our labs are located in Genova, a small beautiful town in northern Italy, both from historical (its historical center is the largest of Europe) and naturalistic point of view (sea and mountains coexist creating a unique landscape). Genova is only 1.30h away from Milan by train and connected by plane to Rome (1.00h), London (2h) and Paris (1.30h). Regards, -- --------------------------------------------------------------------- Silvio P. SABATINI, PhD [PSPC Research Group] Professor of Bioengineering DIBRIS - University of Genova | e_mail:silvio.sabatini@unige.it Via Opera Pia, 11A | phone: +39 010 3532092/3532794 I-16145 Genova (ITALY) | fax: +39 010 3532289/3536533 URL:http://pspc.unige.it --------------------------------------------------------------------- "Imagination is more important than knowledge..." [Albert Einstein]

April 22, 2016

Research Scientist: Machine Learning, Signal Processing, Neuroscience

by Behnood Gholami

AreteX Systems, a medical technology startup company accelerating the use of information technology in healthcare, has an immediate opening for a Research Scientist in its office located in the New York City area. The position involves developing signal processing algorithms for innovative biomedical technologies involving physiological signals. We are looking for a self-motivated, highly talented individual with an excellent background in signal processing and machine learning. The successful candidate will work closely with a team of physicians, nurses, engineers, and scientists in designing new clinical decision support systems. Candidates with experience in the analysis of experimental data derived from---but not limited to---auditory/visual/cross-sensory psychophysical, ECG, and galvanic-skin conductance, data would be given a higher priority. *Minimum Requirements:* - PhD in electrical engineering, computer science, biomedical engineering, neuroscience, applied mathematics, or a similar discipline. - Knowledge of machine learning techniques. - Experience with Python. - *Applicants must be U.S. citizens, U.S. nationals or U.S. permanent residents. * - Applicants must have received a Ph.D. degree in the seven years prior to the application date. *Preferred Qualifications:* - Prior expertise and exposure using non-invasive human physiological measures such as ECG, galvanic-skin conductance (electrodermal activity), or other categorically similar methodologies. - Prior experience in feature extraction from physiological signals. - Experience working with quantitative methods of neural data analysis. - Knowledge of advanced concepts in signal processing. - Research experience in biosignal and EEG analysis. Please send your cover letter and CV to info(a)aretexeng.com *About AreteX Systems:* AreteX Systems is accelerating the use of information technology in healthcare. Our innovative solutions help reduce intensive care unit costs and increase quality of care. Our core technology utilizes mathematical modeling to predict patient outcome and improve quality of care. The technology provides an efficient method to analyze and interpret patient data already available at the hospitals.

April 21, 2016