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Claudio Mattiussi
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Cited by
Year
Can an engineer fix an immune system? — Rethinking theoretical biology
C Mattiussi
Acta Biotheoretica 60 (2), 2013
12013
Beyond Graphs: A New Synthesis
C Mattiussi, P Dürr, D Marbach, D Floreano
Journal of Computational Science 2 (2), 165-177, 2011
132011
Genetic representation and evolvability of modular neural controllers
P Durr, C Mattiussi, D Floreano
Computational Intelligence Magazine, IEEE 5 (3), 10-19, 2010
312010
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
8812010
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
1652009
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
492009
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
5332009
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
92009
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
442009
Bio-inspired artificial intelligence: theories, methods, and technologies
D Floreano, C Mattiussi
The MIT Press, 2008
8412008
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
402008
Method and device for evolving a network using a genetic representation
C Mattiussi, D Floreano
US Patent 7,370,019, 2008
52008
Neuroevolution: from architectures to learning
D Floreano, P Dürr, C Mattiussi
Evolutionary Intelligence 1 (1), 47-62, 2008
8512008
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
552008
The Age of Analog Networks
C Mattiussi, D Marbach, P Dürr, D Floreano
AI Magazine 29 (3), 63-76, 2008
212008
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
1742008
Analog genetic encoding for the evolution of circuits and networks
C Mattiussi, D Floreano
IEEE Transactions on evolutionary computation 11 (5), 596-607, 2007
1732007
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
972007
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
212007
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
172007
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
132007
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
592006
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
312006
Neuroevolution with analog genetic encoding
P Dürr, C Mattiussi, D Floreano
Proceedings of the 9th Conference on Parallel Problem Solving from Nature …, 2006
742006
Active Vision and Receptive Field Development in Evolutionary Robots
D Floreano, M Suzuki, C Mattiussi
Evolutionary Computation 13 (4), 527--544, 2005
362005
Evolutionary synthesis of analog networks
C Mattiussi
PhD Thesis, EPFL, Lausanne, Switzerland, 2005
412005
Connecting Transistors and Proteins
C Mattiussi, D Floreano
Proceedings of the 9th International Conference on Artificial Life (AlifeIX …, 2004
62004
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
212004
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
742004
Evolving Spiking Neurons from Wheels to Wings
D Floreano, JC Zufferey, C Mattiussi
Dynamic Systems Approach for Embodiment and Sociality 6, 66-70, 2003
202003
Viability Evolution: Elimination and Extinction in Evolutionary Computation
C Mattiussi
Technical report, EPFL, 2003
112003
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
452003
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
312002
Manuale sulle reti neurali. Seconda edizione
D Floreano, C Mattiussi
Il mulino, 2002
1232002
The Geometry of Time-Stepping
C Mattiussi
Progress in Electromagnetics Research 32, 123-149, 2001
322001
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
2052001
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
1282000
Edge Elements and Cochain-Based Field Function Approximation
C Mattiussi
Proceedings of the 4th International Workshop on Electric and Magnetic …, 1998
51998
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
2061997
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