CominLabs is an Excellence Center (Laboratoire d'Excellence from the Investissements d'Avenir program of the French government). CominLabs gathers ten research labs from Bretagne and Nantes in the area of telecommunications, internet, and over-the-top services with an emphasis on the medical sector. CominLabs represent a work force of about 500 researchers and is funded at the (modest) level of 1.4M€ per year by the ANR (Agence Nationale de la Recherche) and the regions Bretagne and (to a lesser extend) Pays-de-Loire.

In this letter, we wish to inform you about how CominLabs is run, how you can join and benefit, what is the related agenda, who supports CominLabs and how funds are spent.

 

December 2012 issue #1

 

Welcome to the 1st issue of CominLabs Newsletter!

CominLabs is an Excellence Center (Laboratoire d'Excellence from the Investissements d'Avenir program of the French government). CominLabs gathers ten research labs from Bretagne and Nantes in the area of telecommunications, internet, and over-the-top services with an emphasis on the medical sector. CominLabs represent a work force of about 500 researchers and is funded at the (modest) level of 1.4M€ per year by the ANR (Agence Nationale de la Recherche) and the regions Bretagne and (to a lesser extend) Pays-de-Loire.

CominLabs fosters activities in research, education, and innovation, with an emphasis on the first aspect. Considering its limited level of funding, CominLabs must focus its funds on specific activities. CominLabs aims at establishing itself as a research community creating its own added value. It has decided not to be yet another mini-agency, though. CominLabs' motto is illustrated on Figure 1.

Fig.1

By this provocative and slightly exaggerated statement, CominLabs wishes to express that bureaucracy (better named as "burrocracy" after Spanish language) must be limited to its minimum: no proposal, no deadline, no spam, no reporting – compare with the running of EU projects. This is reflected in our running of the lab, and particularly in the decision to develop CominWeb as a cooperative platform, with CominTogether its associated social network.

In this letter, we wish to inform you about how CominLabs is run, how you can join and benefit, what is the related agenda, who supports CominLabs and how funds are spent.

For you to get an understanding of what we are doing, we provide a short description of the first series of projects and we tell you about our vision of how such a lab should get run using the modern technologies of cooperative platforms and social communities.

Contents – Issue # 1

Issues

Working with us

Events

Community

Research

Governance

 
Please find the complete Newsletter Here.

 

May 2013 Issue#2

 

May 2013 – Issue #2

Progress of CominLabs

So far 2012 and the first quarter of 2013 have been very fruitful for CominLabs.
Eight research projects were selected in 2012 and four more research projects were approved by the Steering Committee in its April 19th meeting. A general comment on the process of preparing and selecting research projects is found in the "Working with us" section of the Newsletter. The newly selected projects are described in the "Research" Section.
The education chapter of CominLabs has started in two ways. Firstly, Colin de la Higuera was approved as the new head of this chapter. Colin is now preparing the education agenda of CominLabs, which will be presented in the next issue of the Newsletter.
In 2012 we spent a great deal of effort in defining and refining the objectives of the CominWeb cooperative platform and its approach. A first set of experiments has been defined with results expected by the CominLabs week early June. Corresponding advances are reported in the "Community" Section of this Newsletter.
The First CominLabs Week will be held June 3-5, 2013 at Inria-Rennes. The detailed program can be found in "Events" Section of this Newsletter. This event will be the first major event of CominLabs. First activities and results of CominLabs projects and the CominWeb platform will be presented. Our International Advisory Committee, IAC, (who was involved in the selection of CominLabs' projects) will attend. A Steering Committee (CA in French) will be held with the participation of the IAC, where strategy and future directions will be presented and discussed. In particular, the seeding role of working groups will be revisited. From this event, an overall picture of CominLabs and its impact will emerge. This will presented and reported in the next Newsletter.

Contents – Issue # 2

Working with us

Events

Community

Research

Education

Governance

 

May 2015 Issue#3

 

May 2015 - Issue #3

 

Progress of CominLabs

CominLabs is a Labex involving ten partner labs distributed over Brittany-Nantes, gathering about 500 researchers. Its scientific scope ranges from optics and electronics to over-the-Web applications, through software, multimedia and ICT for health. Due to this distributed nature and wide scientific scope, CominLabs does not distribute funds to the partners through PhD or master grants. It rather supports specific actions aligned with its strategic program for research, education, and innovation.

Following an initial brainstorming period of 9 months through working groups attached to the CominLabs strategic areas, 25 research and education projects, including the CominWeb platform, are now in operation as the result of six successive project calls in the period 2012-2015. Through its leadership and International Advisory Committee, CominLabs seeds, selects, monitors and manages its projects, way beyond what a traditional funding program does, thus offering a novel and unparalleled service to its research and education community.

Two issues of CominLabs Days were held in 2013 and 2015 (respectively, 150 participants and our international experts).

CominLabs also organized a joint workshop with the three Labex Lebesgue, MER and CAMI, and the two  IRT b<>com and Jules Verne.

CominLabs targets high-risk transdisciplinary research. One projects gathers specialists from EEG in medicine and from coding theory aiming at validating a novel mental information theory. In another project, antenna designers cooperate with computer scientists in ambient computing at developing new robust RFID tags with corresponding application infrastructure. A third project is developing a system to develop centralized collaborations in the million-plus scale thanks to fundamental advances on data coherency.

These are only a few samples of exciting research that would not exist without CominLabs. Two projects involve Labex MER and Lebesgue. Relations have been established with SATT Ouest-Valorisation and IRT b<>com.

Working with us

CominLabs projects: Agenda for 2015

Principles and Process

CominLabs has in its core priorities to launch research projects with the following features: 1/ projects shall be challenging and risky, 2/ projects involve atypical collaborations involving people from disciplines that otherwise would not naturally meet. As an example, interesting team configurations for consideration include {computer science, electronics and/or photonics}, which are communities that are traditionally kept separate, at least in France.

The preparation of a project must entirely focus on its scientific meat: invention or innovation versus state of the art must be explain with scientific and technical arguments; how the applicants consider addressing the projects objectives must be substantiated with technical arguments complemented with explanations on why the applicants are qualified. Other aspects of a proposal that are asked in traditional funding programs (benefit for EU, gender, IP, financial annex…) are not considered essential.

The process of preparing a project is tuned accordingly. Projects are generally born from a brainstorming activity that is informally organized by volunteer CominLabs researchers. Once initial ideas have been identified, they are turned into a project proposal thanks to a 3-month phase of open discussions and exchanges involving the project participants (of course), plus members of the leadership of CominLabs, and the Internal Scientific Committee, and anyone who would be approved and accepts to sign an NDA. This phase serves to retarget the project, complement the consortium if needed, and shape it by bringing the main parts of the proposal to its desired level of quality.

Project selection is proposed by the IAC through a remote discussion session very much like the job of a Program Committee of a conference.

Agenda for the 2015 campaign

  • September  – November : open session for the elaboration of future projects. Drafts of proposals  are openly discussed (a wiki is open) during this period. All operating committees of CominLabs (head, Burex, ISC) are involved in discussing these drafts; the discussion is open to anyone subject to NDA.
  • End of  November : competing projects are officially submitted
  • November  – February: the IAC acts as a conference PC (using EasyChair) and provides an assessment of the projects as well as a recommendation; all this is collected in an assessment report for the Steering board to decide upon the selection.
  • Mid February: selection of new projects

Contact: patrick.bouthemy@inria.fr, claude.jard@univ-nantes.fr, ramesh.pyndiah@telecom-bretagne.eu

Events

Past events

CominLabs    has  established  the  CominLabs  Days,  which  are  open  days  for  the  scientific  community.  Two  issues  have  been  organized  so  far  in  June  2013   and  March  2015  with  the  participation  of  International Advisory Committee (IAC) members.

A special event, called “journées Ouest-IRT-Labex”, was organized by us in Dec. 2013, where three other Labex (MER, Lebesgue, CAMI)  and two IRTs (b<>com and Jules Verne) participated. As a consequence, joint research projects have since then been launched with MER and Lebesgue, and one with b<>com.

Albert Benveniste was invited to panels regarding the Labex program at CNRS-headquarters and the GRETSI 2013 (National Conference in Signal & Image processing, 480 participants).

In the framework of  TEPN-project and CominLabs chair, a MoU was signed between Supelec  and  the  Zhejiang  University  in  China,  and  the  3rd   International  Workshop  Next-GWiN  on  Next generation Green Wireless Networks was organized in October 2014, Rennes, with 135 registered  participants,  co-chaired  by  Honggang  Zhang,  CominLabs  chair,  and  Jacques  Palicot,  a  member  of  TEPN CominLabs project. 

Upcoming Events for 2015:

            + June  2015

Hearing  of the Labex by an international jury in June 2, 2015, in Paris

            +June  2015

A seminar « SHS et numérique » will be organized in Rennes on June 24, 2015.

            +Campaign  2015

See “working with us”

Community

CominWeb


The CominWeb platform is built on top of Liferay, a framework for constructing Web portals, collaborative platforms, and social networks on a single platform. CominWeb hosts the CominLabs web site. The current version dated Jan 2015 has the following features.

CominWeb offers advanced search services (LookinLabs) relying on big data technologies, see Section 3 for details.

CominWeb offers an intranet with the following services, globally or for each CominLabs group, all services stemming directly from Liferay:

  • A document warehouse

  • A wiki

  • A Readme, a FAQ, a forum

  • Public pages for reporting activities

For this version, access is managed by using the classical techniques offered by Liferay, namely roles and assignment of rights to roles. People are manually registered together with their role. Registering CominLabs people was cumbersome. Updates and modifications would require a full time web master, something that we want to avoid.

Future plans for 2015 and beyond

  • Exploiting user feedback

Users of CominWeb will provide us with feedback. Users will consist of 1) the CominLabs members, 2) external people, 3) the International Advisory Committee (IAC, see the description of the governance of CominLabs) in charge of selecting the CominLabs projects and evaluating them, and, finally 4) the PIA/ANR evaluation committee, in charge of evaluating all Labex of France (first evaluation in June 2015).

  • A system of tags for the management of CominWeb

Our need is to be able to grant roles and qualify items in warehouses adaptively, depending on varying interests such as learned from social activities. The concepts and tools offered by Liferay are too low level for performing this. We therefore plan to develop a more flexible platform architecture by relying on a unique notion of tag. Tags are XML documents acting as meta-data for qualifying both users and items in warehouses. Tags will be translated into specific Liferay roles depending on the context and the same will hold for tags attached to documents or items. Tags can then be learned from social activities and vary adaptively.

  • Enhancing the LookinLabs service

The following enhancements are planned:

* Clustering of the names of researchers returned by the competency warehouse

* Exploring the use of semantic based correlation engines.

* Exploiting user feedback.

* Introduction of the concept of “diversity” in search results

* Development and integration of scientific articles recommendation widget based on HAL RSS streams.

  • Exploring how the Activity Monitor could be developed
  • Automatic activity report

Research

November 2013: LIMAH selected

Available multimedia content is rapidly increasing in scale and diversity, yet today, multimedia data remain mostly unconnected, i.e., with no explicit links between related fragments. The project investigate multimedia content linking, where linking  refers to the creation of explicit and meaningful links between multimedia documents, or fragments of documents. While the idea of linked media fragments can be  traced back to Memex [Bush, 1945], automatic authoring of links has been mostly disregarded so far.

The key idea of LIMAH consists in exploring hypergraph structures for multimedia collections, instantiating meaningful links between fragments of multimedia documents, where links reflect particular content-based proximity—similar content, thematic proximity, opinion expressed, answer to a question, etc.  Meaningfulness encompasses multiple facets (e.g.,relevance of the links, exploitability by users, added-value on core tasks) and will be investigated in a number of ways, from objective measures on core tasks to user acceptability and satisfaction on key pilot use-cases, along with prospective concerns on the evolution of media consumption modes and of laws.

In a nutshell, LIMAH develops scientific and methodological basis to organize multimedia collections as hypergraphs combining links of different natures and evaluates the impact of structured collections on usages and technology in a global perspective encompassing ICT, law and human science. Exploiting and developing further techniques targeting pairwise comparison of multimedia content, LIMAH focuses on two main questions. How to automatically build an hypergraph which provides exploitable links in selected use cases?  How collections with explicit links modify usage of multimedia data in all aspects, from a technology point of view as well as from a user point of view?  These questions will be investigated via two complementary use-cases, namely, navigation in news data and learning with online courses.


Figure 1. A schematic view of the core perimeter of LIMAH

 

LIMAH builds upon three strongly intertwined pillars: collection structuring and link authoring; fine grain language analysis; acceptability and usages. The consortium covers all of these aspects, encompassing all issues from raw data analysis to user experience and legal issues, with specialists in multimedia and language technology (IRISA, LINA), in cognitive and ergonomic psychology (CRPCC), in information and communication science (PREFics) and in law (IODE). Leveraging  technological aspects and usage aspects from the standpoint of law and human science to apprehend linked media content globally also aims at developing  a long term vision of the linked media world.

Consortium: CNRS/IRISA, Université de  Nantes/LINA, Université de Rennes 2/CRPCC and PREFics, Telecom Bretagne/IODE

Contact: Guillaume Gravier

February  2014: six  projects selected

RELIASIC

One of the most critical challenges of the ITRS overall design technology (2010) is fault-tolerant computation. The increase in integration density and the requirement of low-energy consumption can only be sustained through low-powered components, with the drawback of a looser robustness against transient errors. In the near future, electronic gates to process information will be inherently unreliable.

In this project, we want to address this problem with a bottom-up approach, starting from an existing application (a GPS receiver) and adding some redundant mechanisms to allow the GPS receiver to be tolerant to transient errors due to low voltage supply.

Our objective is to produce an ASIC with two versions of the application: a standard GPS receiver and a hardened GPS receiver (a simple L1 band GPS receiver). Our ambition is to decrease by a factor of 4 the energy of the hardened GPS receiver thanks to a very low power supply voltage while keeping an acceptable degradation of the quality of service provided by the device (i.e. mean duration from a "cold start' to a position, precision of the measure)

To interpret this in terms of world energy savings, we assume on the order of 10 billion GPS receiver units in the world in the near future (a conservative hypothesis), each working 1% of the time. Each mW saved with fault tolerant design will give a global saving of 10^-6 (1 mW express in KW) x 10^10 (number of GPS) X 10^-2 (rate of utilisation) x 24  x 356 (number of hours in a year) =  0.88 x 10^6 KW.h per year in the world. Note also that GPS are mainly used in application that implies mobility. Mobile devices don't have direct access to powerline energy and should use batteries and/or produce directly its own electrical energy (energy harvesting devices). In both cases, the cost and the environmental impact to provide energy is high.

During this project, we will develop knowledge at several levels: the effect of low voltage at transistor level, application of robust non-conventional arithmetic, the downstream impact of gate level errors on arithmetic and functional operation, refinement of high level specification (reliability and quality of service) to low-level arithmetic and functional requirements. Measurement of the ASIC product will allow us to test the proposed methods on a real design case and provide very useful feedback.

The RELIASIC project will trigger a scientific community in the area of fault-tolerant computation for very low power processing with the focus ``Energy and resource efficiency in ICT'' of the Labex CominLab. As a longer research perspective, the consortium wants to capitalize on this project by extending the knowledge obtained with the RELIASIC bottom-up approach to define new computation methods, new design methodology and tools for fault-tolerant computation.

Consortium: Telecom Bretagne/LABSTICC, Université de Bretagne Sud/LABTSICC, Université de Rennes 1/IRISA, Université de Bretagne Occidentale/LABTSICC, INSA Rennes/ETIR, Université de Nantes/IETR

Contact : Jean-Philippe Diguet, Emmanuel Boutillon, Sebastien Pillement, Emmanuel Casseau, Fabrice Seguin, Catherine Dezan  

 3D MANYCORES

3D integration in the ultra deep submicron domain means the implementation of billions of transistors or of hundreds of cores on a single chip with the need to ensure a large number of exchanges between cores, and the obligation to limit the power consumption.

Focusing on system integration rather than transistor density, allows for both functional and technological diversification in integrated systems. The functional diversification allows for non-digital functionalities to migrate from the board level into the (on-)chip level. This allows for integration of new technologies that enable high performance, low power, high reliability, low cost, and high design productivity.

Use of Optical Network-on-Chip (ONoC) promises to deliver significantly increased bandwidth, increased immunity to electromagnetic noise, decreased latency, and decreased power consumption while wavelength routing and Wavelength Division Multiplexing (WDM)  contribute to the valuable properties of optical interconnect by permitting low contention or even contention-free routing. WDM allows for multiple signals to be transmitted simultaneously, facilitating higher throughput.

Individual realization of CMOS compatible optical components, such as, waveguides , modulators , and detectors  lets the community foresee that such integration may be possible in the next ten years.

The aim of the project is therefore to investigate new optical interconnect solutions to enhance by 2 to 3 magnitude orders energy efficiency and data rate of on-chip interconnect in the context of a many-core architecture targeting both embedded and high-performance computing. Moreover, we envisage taking advantage of 3D technologies for designing a specific photonic layer suitable for a flexible and energy efficient high-speed optical network on chip (ONoC).

Consortium: INRIA/team CAIRN, Université de Rennes 1/ FOTON, Insa Rennes/ FOTON

Contact : Olivier Sentieys, Olivier Durand, Pascal Besnard

SABRE

Electroencephalography (EEG) from scalp potentials is of crucial importance both as a diagnostic and brain imaging tool and as the key technology for developing Brain Computer Interfaces (BCIs). However, the fundamental difference between these two application scenarios is that while in imaging/diagnostics, EEG-related computations can be potentially done offline, i.e. after the EEG scalp measuring, for BCI applications the majority of EEG imaging computation must be done runtime since an immediate feedback is required. As a consequence, this rules out some powerful and highly resolving, but computational expensive techniques that can be used in EEG brain imaging, but become unaffordable in a BCI contest. This is highly lamentable and unfortunate given that higher resolution imaging has been proved to give rise to better performing BCIs.

SABRE will focus on filling this gap and in making available runtime techniques that are usually affordable only by relying on offline computations. The idea to achieve this is based on a double-sided investigation strategy:

  • On one hand SABRE will investigate innovative EEG solution methods that will operate in linear-instead-of-cubic complexity with respect to the physical degrees of freedom. This will already result in huge savings in terms of computational time and complexity. 
  • On the other hand these EEG solution methods will further be empowered and speeded-up by ad-hoc, transistor-level, implementations of their key algorithmic operations.

In other words, in a synergy between a computational and on-chip hardware research expertise, a completely new family of fully-hardware-integrated, new computational EEG imaging methods will be developed that are expected to speed up the imaging process of an EEG device of several orders of magnitude in real case scenarios. This will be the enabling technology for runtime applications of highly resolving EEG approaches in BCI.

This notwithstanding, this project will implement and validate the new EEG technology within a cutting edge BCI environment. A leading research expertise in the field will investigate and develop an ad-hoc, but user-ready, BCI framework that will ensure convincing evidences of practical relevance of the new EEG technology at each and every stage of its development. In other words the final outcome of this project will be a fully functioning, deeply innovative, and user-ready BCI technology that will be entirely and convincingly validated both as of performance and applicability in cutting-edge BCI real case scenarios.

Consortium: Telecom Bretagne, INRIA/ Hybrid Team

Contact: Francesco Andriulli, Anatole Lecuyer

 H-A-H

Context

Efficient and robust public key cryptography, or asymmetric cryptography, is of major importance for security and privacy in many applications such as communications, e-commerce, control access, cloud computing, smart-phones, body area networks, TV boxes, Internet of Things, etc. In the past, RSA was the predominant solution for asymmetric cryptography. Since a few years, elliptic curves cryptography (ECC) is now the main standard with more efficient and less power consuming implementations than RSA for a similar theoretical security level. Very recent theoretical results show that hyperelliptic curve cryptography (HECC) is becoming a more efficient solution (on theoretical evaluations). Efficient arithmetic computations is a key element for hardware  implementation of HECC systems. Arithmetic has an important role to play in providing algorithms robust against physical attacks (e.g. analysis of the power consumption, electromagnetic radiations or computation timings). Currently, there are only a very few hardware implementations of HECC (without any open source availability).

Objectives

In this project, we study and prototype efficient arithmetic algorithms for hyperelliptic curve cryptography for hardware implementations (on FPGA circuits). We study new advanced arithmetic algorithms and representations of numbers for efficient and secure implementations of HECC in hardware. We develop a library of efficient and secure arithmetic units in hardware for HECC distributed as open source hardware code. We also design a fast and secure hardware implementation of HECC. To the best of our knowledge, there is neither similar library nor crypto-processor freely accessible for HECC implementation currently. We hope providing open source hardware code will help us to launch academic and industrial collaborations in the future. Another objective is the evaluation of trade-offs between performances (speed, internal code size, silicon cost and energy) and security (robustness against passive and active attacks).  Those results may be used to guide designers during the specification of security applications (for future academic and industrial collaborations). Finally, we will perform an intensive security evaluation against physical attacks.

Consortium: CNRS/IRISA IRMAR/ Labex Lebesgue

Contact : Arnaud Tisserand

SHERPAM

Sensors for HEalth Recording and Physical Activity Monitoring SHERPAM

Transmission technologies available to mobile users have improved a lot during the last two decades, and such technologies offer interesting propects for monitoring the health of people anytime and anywhere. Cellular networks (e.g. UMTS/3G) now cover most densely populated areas, but in spite of the efforts deployed by telecommunication operators to deploy their networks there remain many "white areas" where connectivity is not guaranteed for mobile users. Besides cellular networks are designed to support downlink traffic primarily (from the network to the subscriber), while only low bitrates are possible on the uplink. This is a disadvantage for health monitoring, which requires to use mostly the uplink for data transmission.

Private, corporate, and community Wi-Fi hotspots have also proliferated in our daily environment. Unlike cellular networks, Wi-Fi networks offer symmetric high-rate links. Their coverage is somewhat limited, but the density of Wi-Fi hotspots --and especially community hotspots-- in urban and peri-urban areas is now such that a mobile device can often choose between several hotspots at any time.

The originality of project SHERPAM is to rely simultaneously and in an agile way on both kinds of wireless networks in order to ensure the transmission of biometric data collected on mobile users. The transmission system developed in project SHERPAM shall run without ever limiting the mobility of these users, which should be allowed to live their daily as usual (at home, at work, etc.) while their health status is being monitored. The system should therefore be able to switch dynamically and transparently from one network to another as a user moves, but it should also be able to tolerate the frequent connectivity disruptions that are likely to occur when the user enters areas that are not satisfactorily covered by any network. In such circumstances the system shall guarantee that no data is lost, and that all data are ultimately transmitted to a monitoring center to be recorded and/or analyzed there.

This project aims:

  1. To develop a new generation of monitoring system based on a smartphone that would allow people 
monitoring at home but also in the street and communication with the patient and external sensors. The issues are: 1) the definition of transmissions between sensors and boxes; 2) the management of communication networks, 3) the patient's and information system data management and 4) the conception of safe and secured data transmission.
  2. To improve the physiopathological follow-up of heart failure patients (HF) who could not beneficiate from cardiac resynchronization implantable therapy (clinical purposes) ; improve the recognition, quantification of Physical Activity (PA) and the estimation of energy expenditure (EE) associated with PA in healthy subjects ; and assess "in situ" the walking ability of patients with peripheral artery disease (clinical purposes). The output should monitor the breakdown in some patient's parameters (walking speed and distance, exercise intensity...).
  3. To select and take into account a physiological and actimetric sensors network for physical activity quantification. Indeed, it is important to first select relevant sensors and parameters with respect to the application intended by Sherpam.
  4. To develop multi-dimensional tracking algorithms to prevent patients’ adverse events by using the communicative properties developed in this project.
  5. Patients and medical staff acceptance and approval related to these new technologies that could transform patient’s care.

Consortium: ENS Rennes/ IRISA, INSERM/LTSI, Université de Rennes 1 /LTSI, Université de Rennes 2/MSHB, Université de Bretagne Sud/IRISA

Contact: Guy Carrault, Patrice Quinton, Alain Somat, Fréderic Guidec

KHARON

Google Play offers more than 800'000 applications (apps), and this number increases every day. Google play users have performed more than 25 billion app downloads. These applications vary from games to music, video, books, tools…  Unfortunately, each of these app is an attack vector on Android.  The number of malicious applications (malwares) discovered during the first six months of 2013 exceeds the number of malwares discovered during the 2010 to 2012 period,  more than 700 thousand malicious and risky apps were found in the wild.

In this context, we propose the Kharon  project to stem the progression of Android malwares.   We propose to combine dynamic monitoring and static analysis to compute a behavioral signature of Android malware. Behavioral signatures are helpful to understand how malware infect the devices and how they spread information in the Android operating system. Static analysis is essential to understand which particular event or callback triggers malware payload.

In the project we aim to imagine and develop a malware scanning service that will permit users to analyze their own apps. This service will be available on a online platform that will also deliver previously computed signatures of known malware.

Consortium: INRIA/ Celtique and Cidre team

Contact: Thomas Jensen

February 2015: 3 projects selected

Neural Communication

There is surprisingly little literature on the promising connection between information theory, in particular coding theory and digital communications, and brain signal processing. The CominLabs “Neural Coding” ication

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