Can an engineer fix an immune system? — Rethinking theoretical biology C Mattiussi Acta Biotheoretica 60 (2), 2013 | 1 | 2013 |
Beyond Graphs: A New Synthesis C Mattiussi, P Dürr, D Marbach, D Floreano Journal of Computational Science 2 (2), 165-177, 2011 | 13 | 2011 |
Genetic representation and evolvability of modular neural controllers P Durr, C Mattiussi, D Floreano Computational Intelligence Magazine, IEEE 5 (3), 10-19, 2010 | 31 | 2010 |
Revealing strengths and weaknesses of methods for gene network inference D Marbach, RJ Prill, T Schaffter, C Mattiussi, D Floreano, G Stolovitzky Proceedings of the National Academy of Sciences 107 (14), 6286-6291, 2010 | 881 | 2010 |
Sleep and wake classification with ECG and respiratory effort signals W Karlen, C Mattiussi, D Floreano IEEE Transactions on Biomedical Circuits and Systems 3 (2), 71-78, 2009 | 165 | 2009 |
Replaying the evolutionary tape: Biomimetic reverse engineering of gene networks D Marbach, C Mattiussi, D Floreano Annals of the New York Academy of Sciences 1158 (1), 234-245, 2009 | 49 | 2009 |
Generating realistic in silico gene networks for performance assessment of reverse engineering methods D Marbach, T Schaffter, C Mattiussi, D Floreano Journal of Computational Biology 16 (2), 229-239, 2009 | 533 | 2009 |
Evolutionary Selection of Features for Neural Sleep/Wake Discrimination P Dürr, W Karlen, J Guignard, C Mattiussi, D Floreano Journal of Artificial Evolution and Applications 2009 (Article ID 179680 …, 2009 | 9 | 2009 |
Combining Multiple Results of a Reverse Engineering Algorithm: Application to the DREAM Five Gene Network Challenge D Marbach, C Mattiussi, D Floreano Annals of the New York Academy of Sciences 1158, 102-113, 2009 | 44 | 2009 |
Bio-inspired artificial intelligence: theories, methods, and technologies D Floreano, C Mattiussi The MIT Press, 2008 | 841 | 2008 |
Evolvability of neuromodulated learning for robots P Durr, C Mattiussi, A Soltoggio, D Floreano Proceedings of the ECSIS Symposium on Learning and Adaptive Behaviors for …, 2008 | 40 | 2008 |
Method and device for evolving a network using a genetic representation C Mattiussi, D Floreano US Patent 7,370,019, 2008 | 5 | 2008 |
Neuroevolution: from architectures to learning D Floreano, P Dürr, C Mattiussi Evolutionary Intelligence 1 (1), 47-62, 2008 | 851 | 2008 |
Improving Actigraph Sleep/Wake Classification with Cardio-Respiratory Signals W Karlen, C Mattiussi, D Floreano Proceedings of the 30th Annual International Conference of the IEEE on …, 2008 | 55 | 2008 |
The Age of Analog Networks C Mattiussi, D Marbach, P Dürr, D Floreano AI Magazine 29 (3), 63-76, 2008 | 21 | 2008 |
Evolutionary advantages of neuromodulated plasticity in dynamic, reward-based scenarios A Soltoggio, JA Bullinaria, C Mattiussi, P Dürr, D Floreano Proceedings of the 11th International Conference on Artificial Life (Alife …, 2008 | 174 | 2008 |
Analog genetic encoding for the evolution of circuits and networks C Mattiussi, D Floreano IEEE Transactions on evolutionary computation 11 (5), 596-607, 2007 | 173 | 2007 |
Evolving neuromodulatory topologies for reinforcement learning-like problems A Soltoggio, P Durr, C Mattiussi, D Floreano Proceedings of the 2007 IEEE Congress on Evolutionary Computation, 2007. CEC …, 2007 | 97 | 2007 |
Bio-mimetic Evolutionary Reverse Engineering of Genetic Regulatory Networks D Marbach, C Mattiussi, D Floreano Proceedings of the 2007 Conference on Evolutionary Computation, Machine …, 2007 | 21 | 2007 |
Adaptive Sleep/Wake Classification Based on Cardiorespiratory Signals for Wearable Devices W Karlen, C Mattiussi, D Floreano Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS …, 2007 | 17 | 2007 |
Center of Mass Encoding: A self-adaptive representation with adjustable redundancy for real-valued parameters C Mattiussi, P Dürr, D Floreano Proceedings of the 2008 ECSIS Symposium on Learning and Adaptive Behavior in …, 2007 | 13 | 2007 |
Evolution of spiking neural circuits in autonomous mobile robots D Floreano, Y Epars, JC Zufferey, C Mattiussi International Journal of Intelligent Systems 21 (9), 1005-1024, 2006 | 59 | 2006 |
Vision-based altitude and pitch estimation for ultra-light indoor microflyers A Beyeler, C Mattiussi, JC Zufferey, D Floreano Proceedings of the 2006 IEEE International Conference on Robotics and …, 2006 | 31 | 2006 |
Neuroevolution with analog genetic encoding P Dürr, C Mattiussi, D Floreano Proceedings of the 9th Conference on Parallel Problem Solving from Nature …, 2006 | 74 | 2006 |
Active Vision and Receptive Field Development in Evolutionary Robots D Floreano, M Suzuki, C Mattiussi Evolutionary Computation 13 (4), 527--544, 2005 | 36 | 2005 |
Evolutionary synthesis of analog networks C Mattiussi PhD Thesis, EPFL, Lausanne, Switzerland, 2005 | 41 | 2005 |
Connecting Transistors and Proteins C Mattiussi, D Floreano Proceedings of the 9th International Conference on Artificial Life (AlifeIX …, 2004 | 6 | 2004 |
Evolution of Analog Networks using Local String Alignment on Highly Reorganizable Genomes C Mattiussi, D Floreano Proceedings of the NASA/DoD Conference on Evolvable Hardware (EH'2004), 30-37, 2004 | 21 | 2004 |
Measures of diversity for populations and distances between individuals with highly reorganizable genomes C Mattiussi, M Waibel, D Floreano Evolutionary Computation 12 (4), 495-515, 2004 | 74 | 2004 |
Evolving Spiking Neurons from Wheels to Wings D Floreano, JC Zufferey, C Mattiussi Dynamic Systems Approach for Embodiment and Sociality 6, 66-70, 2003 | 20 | 2003 |
Viability Evolution: Elimination and Extinction in Evolutionary Computation C Mattiussi Technical report, EPFL, 2003 | 11 | 2003 |
A morphogenetic evolutionary system: Phylogenesis of the poetic circuit D Roggen, D Floreano, C Mattiussi Proceedings of the 5th International Conference on Evolvable Systems (ICES …, 2003 | 45 | 2003 |
Review of: "Digital Biology: The Creation of Life Inside Computers and How It Will Affect Us" by Peter J. Bentley C Mattiussi Artificial Life 8, 379-382, 2002 | | 2002 |
A Reference Discretization Strategy for the Numerical Solution of Physical Field Problems C Mattiussi Advances in Imaging and Electron Physics 121, 143-279, 2002 | 31 | 2002 |
Manuale sulle reti neurali. Seconda edizione D Floreano, C Mattiussi Il mulino, 2002 | 123 | 2002 |
The Geometry of Time-Stepping C Mattiussi Progress in Electromagnetics Research 32, 123-149, 2001 | 32 | 2001 |
Evolution of spiking neural controllers for autonomous vision-based robots D Floreano, C Mattiussi Evolutionary Robotics IV. From Intelligent Robotics to Artificial Life, 38-61, 2001 | 205 | 2001 |
The finite volume, finite element, and finite difference methods as numerical methods for physical field problems C Mattiussi Advances in Imaging and electron physics 113, 1-146, 2000 | 128 | 2000 |
Edge Elements and Cochain-Based Field Function Approximation C Mattiussi Proceedings of the 4th International Workshop on Electric and Magnetic …, 1998 | 5 | 1998 |
An analysis of finite volume, finite element, and finite difference methods using some concepts from algebraic topology C Mattiussi Journal of Computational Physics 133 (2), 289-309, 1997 | 206 | 1997 |