In the spotlight :

  • [Faix et al., 2016] M. Faix, R. Laurent, P. Bessière, E. Mazer and J. Droulez Design of Stochastic Machines Dedicated to Approximate Bayesian inferences, IEEE Transactions on Emerging Topics in Computing
  • [Zadran et al., 2014] Zadran, S., Arumugam, R., Herschman, H., Phelps, M. E., and Levine, R. D. (2014). Surprisal analysis characterizes the free energy time course of cancer cells undergoing epithelial-to- mesenchymal transition. Proc Natl Acad Sci U S A, 111(36):13235–13240.
  • [Locatelli et al., 2014] Locatelli, N., Mizrahi, A., Accioly, A., Matsumoto, R., Fukushima, A., Kubota, H., Yuasa, S., Cros, V., Pereira, L. G., Querlioz, D., Kim, J.-V., and Grollier, J. (2014). Noise-enhanced synchronization of stochastic magnetic oscillators. Phys. Rev. Applied, 2:034009.

Journal papers


Conference papers

Public deliverables

Older publications relevant for the project

Conference papers

2016 [Bogaert et al., 2016] Bogaert, K., Basil, S. S., Levine, R. D., Remacle, F., and Remacle, C. (2016). Tran- scriptomics analysis of isolated chlamydomonas colonies cultivated on agar plates under mixotrophic and heterotrophic conditions. In 17th International Congress on Photosynthesis Research, Maastricht, The Netherlands. [Calvet et al., 2016] Calvet, L., Friedman, J., Querlioz, D., …


[BAMBI, 2014a] BAMBI (2014a). D1.1: Bayesian algebra and bayesian values. Technical report, Future and Emerging Technologies – European Commission. [BAMBI, 2014b] BAMBI (2014b). D1.2: Design of bayesian gates based on stochastic temporal codes. Technical report, Future and Emerging Technologies – European Commission. [BAMBI, 2014c] BAMBI (2014c). D2.1: Abstract probabilistic model of biochemical cascades. Technical report, …

Journal papers

2017 [Lilienthal et al., 2017] Lilienthal, S., Klein, M., Orbach, R., Willner, I., Remacle, F., and Levine, R. (2017). Continuous variables logic via coupled automata using a dnazyme cascade with feedback. Chemical Science. 2016 [Colliaux et al., 2016] Colliaux, D., Bessière, P., and Droulez, J. (2016). Cell signaling as a probabilistic computer. International Journal of …


[Droulez and Bessière, 2015] Droulez, J. and Bessière, P. (2015). Microprocesseur parallèle stochastique. (BAMBI Preliminary Knowledge) [Bessière et al., 2016] Bessière, P., Droulez, J., Mazer, E., Laurent, R., Querlioz, D., Grollier, J., Faix, M., Coninx, A., and Colliaux, D. (2016). Machine stochastique modulaire et procédé associé. [Pinna et al., 2016] Pinna, D., Grollier, J., Cros, …

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Seminal BAMBI projects

  2001->2005 BIBA (Bayesian Inspired Brain and Artefacts) – European research project FET IST-2001-32115 2002->2005 Moldynlogic – European research project FET-OPEN FP6-2002-IST-C 2005->2010 BACS (Bayesian Approach to Cognitive Systems) – European research project FP6-IST-027140 2008->2011 MOLOC (Molecular Logic Circuits) – European research project FET proactive NANO-ICT 2011->2014 Julie Grollier ERC Nanobrain 2012-> 2015 MULTI – European project FET proactive unconventional computing

Seminal BAMBI publications

Books Journal Papers 2013 [Wei et al., 2013] Wei, W., Shi, Q., Remacle, F., Qin, L., Shackelford, D. B., Shin, Y. S., Mischel, P. S., Levine, R. D., and Heath, J. R. (2013). Hypoxia induces a phase transition within a kinase signaling network in cancer cells. Proc Natl Acad Sci U S A, 110(15):E1352–60. 2012 …