Jean-Yves Le BoudecJean-Yves Le Boudec is full professor at EPFL and fellow of the IEEE. He graduated from Ecole Normale Superieure de Saint-Cloud, Paris, where he obtained the Agregation in Mathematics in 1980 (rank 4) and received his doctorate in 1984 from the University of Rennes, France. From 1984 to 1987 he was with INSA/IRISA, Rennes. In 1987 he joined Bell Northern Research, Ottawa, Canada, as a member of scientific staff in the Network and Product Traffic Design Department. In 1988, he joined the IBM Zurich Research Laboratory where he was manager of the Customer Premises Network Department. In 1994 he joined EPFL as associate professor. His interests are in the performance and architecture of communication systems. In 1984, he developed analytical models of multiprocessor, multiple bus computers. In 1990 he invented the concept called "MAC emulation" which later became the ATM forum LAN emulation project, and developed the first ATM control point based on OSPF. He also launched public domain software for the interworking of ATM and TCP/IP under Linux. He proposed in 1998 the first solution to the failure propagation that arises from common infrastructures in the Internet. He contributed to network calculus, a recent set of developments that forms a foundation to many traffic control concepts in the internet. He earned the Infocom 2005 Best Paper award, with Milan Vojnovic, for elucidating the perfect simulation and stationarity of mobility models, the 2008 IEEE Communications Society William R. Bennett Prize in the Field of Communications Networking, with Bozidar Radunovic, for the analysis of max-min fairness and the 2009 ACM Sigmetrics Best Paper Award, with Augustin Chaintreau and Nikodin Ristanovic, for the mean field analysis of the age of information in gossiping protocols. He is or has been on the program committee or editorial board of many conferences and journals, including Sigcomm, Sigmetrics, Infocom, Performance Evaluation and ACM/IEEE Transactions on Networking. He co-authored the book "Network Calculus" (2001) with Patrick Thiran and is the author of the book "Performance Evaluation of Computer and Communication Systems" (2010).
Henry MarkramHenry Markram started a dual scientific and medical career at the University of Cape Town, in South Africa. His scientific work in the 80s revealed the polymodal receptive fields of pontomedullary reticular formation neurons in vivo and how acetylcholine re-organized these sensory maps.
He moved to Israel in 1988 and obtained his PhD at the Weizmann Institute where he discovered a link between acetylcholine and memory mechanisms by being the first to show that acetylcholine modulates the NMDA receptor in vitro studies, and thereby gates which synapses can undergo synaptic plasticity. He was also the first to characterize the electrical and anatomical properties of the cholinergic neurons in the medial septum diagonal band.
He carried out a first postdoctoral study as a Fulbright Scholar at the NIH, on the biophysics of ion channels on synaptic vesicles using sub-fractionation methods to isolate synaptic vesicles and patch-clamp recordings to characterize the ion channels. He carried out a second postdoctoral study at the Max Planck Institute, as a Minerva Fellow, where he discovered that individual action potentials propagating back into dendrites also cause pulsed influx of Ca2 into the dendrites and found that sub-threshold activity could also activated a low threshold Ca2 channel. He developed a model to show how different types of electrical activities can divert Ca2 to activate different intracellular targets depending on the speed of Ca2 influx an insight that helps explain how Ca2 acts as a universal second messenger. His most well known discovery is that of the millisecond watershed to judge the relevance of communication between neurons marked by the back-propagating action potential. This phenomenon is now called Spike Timing Dependent Plasticity (STDP), which many laboratories around the world have subsequently found in multiple brain regions and many theoreticians have incorporated as a learning rule. At the Max-Planck he also started exploring the micro-anatomical and physiological principles of the different neurons of the neocortex and of the mono-synaptic connections that they form - the first step towards a systematic reverse engineering of the neocortical microcircuitry to derive the blue prints of the cortical column in a manner that would allow computer model reconstruction.
He received a tenure track position at the Weizmann Institute where he continued the reverse engineering studies and also discovered a number of core principles of the structural and functional organization such as differential signaling onto different neurons, models of dynamic synapses with Misha Tsodyks, the computational functions of dynamic synapses, and how GABAergic neurons map onto interneurons and pyramidal neurons. A major contribution during this period was his discovery of Redistribution of Synaptic Efficacy (RSE), where he showed that co-activation of neurons does not only alter synaptic strength, but also the dynamics of transmission. At the Weizmann, he also found the tabula rasa principle which governs the random structural connectivity between pyramidal neurons and a non-random functional connectivity due to target selection. Markram also developed a novel computation framework with Wolfgang Maass to account for the impact of multiple time constants in neurons and synapses on information processing called liquid computing or high entropy computing.
In 2002, he was appointed Full professor at the EPFL where he founded and directed the Brain Mind Institute. During this time Markram continued his reverse engineering approaches and developed a series of new technologies to allow large-scale multi-neuron patch-clamp studies. Markrams lab discovered a novel microcircuit plasticity phenomenon where connections are formed and eliminated in a Darwinian manner as apposed to where synapses are strengthening or weakened as found for LTP. This was the first demonstration that neural circuits are constantly being re-wired and excitation can boost the rate of re-wiring.
At the EPFL he also completed the much of the reverse engineering studies on the neocortical microcircuitry, revealing deeper insight into the circuit design and built databases of the blue-print of the cortical column. In 2005 he used these databases to launched the Blue Brain Project. The BBP used IBMs most advanced supercomputers to reconstruct a detailed computer model of the neocortical column composed of 10000 neurons, more than 340 different types of neurons distributed according to a layer-based recipe of composition and interconnected with 30 million synapses (6 different types) according to synaptic mapping recipes. The Blue Brain team built dozens of applications that now allow automated reconstruction, simulation, visualization, analysis and calibration of detailed microcircuits. This Proof of Concept completed, Markrams lab has now set the agenda towards whole brain and molecular modeling.
With an in depth understanding of the neocortical microcircuit, Markram set a path to determine how the neocortex changes in Autism. He found hyper-reactivity due to hyper-connectivity in the circuitry and hyper-plasticity due to hyper-NMDA expression. Similar findings in the Amygdala together with behavioral evidence that the animal model of autism expressed hyper-fear led to the novel theory of Autism called the Intense World Syndrome proposed by Henry and Kamila Markram. The Intense World Syndrome claims that the brain of an Autist is hyper-sensitive and hyper-plastic which renders the world painfully intense and the brain overly autonomous. The theory is acquiring rapid recognition and many new studies have extended the findings to other brain regions and to other models of autism.
Markram aims to eventually build detailed computer models of brains of mammals to pioneer simulation-based research in the neuroscience which could serve to aggregate, integrate, unify and validate our knowledge of the brain and to use such a facility as a new tool to explore the emergence of intelligence and higher cognitive functions in the brain, and explore hypotheses of diseases as well as treatments.
Jeffrey HuangJeffrey Huang is the Director of the Institute of Architecture at EPFL (starting May 1, 2020), that comprises 25 laboratories and groups. He is also the Head of the Media x Design Laboratory and a Full Professor in Architecture and Computer Science, at the Faculty of Computer and Communication Sciences (IC), and at the Faculty of Architecture, Civil and Environmental Engineering (ENAC). He holds a DiplArch from ETH Zurich, and Masters and Doctoral Degrees from Harvard University, where he was awarded the Gerald McCue medal for academic excellence. He started his academic career as a researcher at MIT’s Sloan School of Management (Center for Coordination Sciences). In 1998 he returned to Harvard as an Assistant Professor of Architecture and was promoted to Associate Professor in 2001. In 2006 he was named Full Professor at EPFL in Switzerland where he holds joint professorships at I&C and ENAC, and heads the Media x Design Lab. He was also a Visiting Professor at Tsinghua University, a Visiting Fellow at Stanford University’s d.school, a Honorary Visiting Professor at the University of Sheffield, and a Berkman Fellow and Faculty Associate at Harvard University (Berkman Klein Center for Internet & Society). Professor Huang’s research examines the convergence of physical and digital architecture. His recent work investigates new artificial design paradigms (design decoding and encoding), theories of experience design, and the application of algorithmic urbanism in Chinese cities. His current teaching examines the possible role of artificial intelligence in architecture (see MxD studios). In collaboration with Muriel Waldvogel, he heads Convergeo, an award-winning, international strategic and experience design firm. From 2014-2017, while on leave from EPFL, he led the creation of a ground-breaking, new school of architecture in Singapore, as the Head of the Architecture and Sustainable Design Pillar at the Singapore University of Technology and Design (SUTD), established in collaboration with MIT.
Michel BierlaireBorn in 1967, Michel Bierlaire holds a PhD in Mathematical Sciences from the Facultés Universitaires Notre-Dame de la Paix, Namur, Belgium (University of Namur). Between 1995 and 1998, he was research associate and project manager at the Intelligent Transportation Systems Program of the Massachusetts Institute of Technology (Cambridge, Ma, USA). Between 1998 and 2006, he was a junior faculty in the Operations Research group ROSO within the Institute of Mathematics at EPFL. In 2006, he was appointed associate professor in the School of Architecture, Civil and Environmental Engineering at EPFL, where he became the director of the Transport and Mobility laboratory. Since 2009, he is the director of TraCE, the Transportation Center. From 2009 to 2017, he was the director of Doctoral Program in Civil and Environmental Engineering at EPFL. In 2012, he was appointed full professor at EPFL. Since September 2017, he is the head of the Civil Engineering Institute at EPFL. His main expertise is in the design, development and applications of models and algorithms for the design, analysis and management of transportation systems. Namely, he has been active in demand modeling (discrete choice models, estimation of origin-destination matrices), operations research (scheduling, assignment, etc.) and Dynamic Traffic Management Systems. As of August 2021, he has published 136 papers in international journals, 4 books, 41 book chapters, 193 articles in conference proceedings, 182 technical reports, and has given 195 scientific seminars. His Google Scholar h-index is 68. He is the founder, organizer and lecturer of the EPFL Advanced Continuing Education Course "Discrete Choice Analysis: Predicting Demand and Market Shares". He is the founder of hEART: the European Association for Research in Transportation. He was the founding Editor-in-Chief of the EURO Journal on Transportation and Logistics, from 2011 to 2019. He is an Associate Editor of Operations Research. He is the editor of two special issues for the journal Transportation Research Part C. He has been member of the Editorial Advisory Board (EAB) of Transportation Research Part B since 1995, of Transportation Research Part C since January 1, 2006.
Dieter DietzDieter Dietz has been educated at the Swiss Federal Institute of Technology in Zurich and has studied at the Cooper Union in New York City with Diller/Scofidio. He has received his degree in architecture in 1991 at ETH Zurich. He has worked with Diane Lewis Architects in New York and with Herzog & de Meuron in Basel. With partner architect Urs Egg he was a founding member of UNDEND Architecture in Zurich in 1997, an architectural practice with award winning entries in national and international competitions. Currently he is building up dieterdietz.org, a firm engaging in projects in urban design, media and architecture. From 1996 to 1999 Dieter Dietz has taught as Junior Faculty with Professor Marc Angélil at ETH Zurich. Since 2006 Dieter Dietz is Associate Professor for Architectural Design at EPFL in Lausanne and director of the ALICE laboratory in the ENAC faculty. He collaborates with the ALICE team on research projects at diverse scales with labs inside and outside EPFL. His teaching activities include the direction of the first year architectural design course as well as projects at master and thesis level.
Florence Graezer BideauMaître d’enseignement et de recherche au Collège des Humanités et à la Section d'Architecture, EPFLProfesseure invitée au Département d’Architecture et de Design, Politecnico di Torino Docteure en histoire et civilisation (EHESS, Paris)Directrice du Minor in Area and Cultural Studies (MACS) entre 2012 et 2016Membre du Groupe de recherche Patrimoine, culture et villeChercheuse associée au China Room Research Group et South China-Torino Collaboration Lab, Politecnico di Torino Membre associée au Laboratoire d’anthropologie culturelle et sociale (LACS) de l’Université de LausanneMembre de la Commission de l’Ecole doctorale d’architecture et science de la ville (EDAR) de l’EPFL Florence Graezer Bideau est anthropologue, sinologue et docteur en histoire et civilisation depuis 2005. Avant de rejoindre le Centre for Area and Cultural Studies (CACS) de l’EPFL en 2010, elle a été maître assistante en anthropologie à l’Université de Lausanne où elle a enseigné dans les domaines de la théorie culturelle et de la méthodologie d’enquête de terrain. Directrice adjointe, puis Directrice du CACS entre 2012 et 2014, elle est maître d’enseignement et de recherche au sein du Collège des Humanités de l’EPFL et enseigne dans le domaine des area studies, de l’anthropologie de la Chine, des critical heritage studies et des études urbaines. Entre 2012 et 2016, elle a été directrice du Minor in Area and Cultural Studies. Depuis 2015, elle est membre de la commission de Ecole doctorale d’architecture et science de la ville (EDAR) de la Faculté de l’environnement naturel, architectural et construit (ENAC) de l’EPFL. Professeure invitée au Département d’architecture et de Design, Politecnico di Torino, Italie, depuis 2015, ses domaines d’expertise comprennent l’anthropologie de la Chine, la sociologie urbaine, les modes de sociabilité et la gouvernementalité Ses intérêts de recherche portent sur les liens entre la culture et le pouvoir (construction de la politique culturelle en Chine ; émergence des communautés de makers (makerspaces) et politique d’innovation en Chine), sur les questions patrimoniales (processus de patrimonialisation et du multiculturalisme en Malaisie et à Singapour ; mise en œuvre de la Convention de l’UNESCO pour la sauvegarde du patrimoine culturel immatériel en Suisse), ainsi que sur la fabrication de la ville (notion de paysage historique urbain dans les politiques patrimoniales à Pékin, Rome et Mexico City ; résistances informelles face à la violence de l’urbanisme à Caracas, Chennai et Guangzhou ; construction d’habitats autonomes à la suite de situations catastrophiques en Inde, au Liban et en Malaisie ; usages des espaces publics dans les nouvelles villes chinoises).
Marc LaperrouzaMarc est collaborateur scientifique et chargé de cours à lEPFL et à HEC Lausanne. Marc a obtenu un doctorat à la London School of Economics (réforme du secteur des télécommunications en Chine), une maîtrise en gestion internationale (HEC, 1997) et une licence en gestion à HEC Lausanne (1993). Il a étudié le Mandarin et l'économie à Fudan University, Shanghai (1993-1995) et a passé un semestre à la Richard Ivey School of Business, University of Western Ontario, Canada (1996). Avant de rejoindre le Collège des Humanités, Marc a travaillé à l'EPFL sur les industries de réseaux (CDM, 2007-2011). Il a été directeur adjoint et conseiller spécial du Evian Group, un institut de recherche rattaché à IMD. Il a en outre travaillé pour la division Asie de Swiss Re et pour le McKinsey Business Technology Office. Il intervient de manière ponctuelle au niveau Bachelor, Master ou Executive dans les universités romandes. Marc est invité de manière régulière dans les médias suisses (RTS Radio et TV, Le Temps). Il est le fondateur et président de l'association bonopro. Il s'est vu décerner le Swiss Re Milizpreis 2011.
