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Researcher
Michiel Hermans
- Disciplines:Scientific computing, Computer theory, Computer hardware, Other computer engineering, information technology and mathematical engineering
Affiliations
- Department of Information technology (Department)
Member
From1 Jan 2013 → 30 Sep 2014 - Department of Electronics and information systems (Department)
Member
From1 Aug 2008 → 31 Dec 2012
Publications
1 - 10 of 14
- Trainable hardware for dynamical computing using error backpropagation through physical media(2015)
Authors: Michiel Hermans, Michaël Burm, Thomas Van Vaerenbergh, Joni Dambre, Peter Bienstman
- MACOP modular architecture with control primitives(2013)
Authors: Tim Waegeman, Michiel Hermans, Benjamin Schrauwen, Andrea D'Avella
- Expanding the theoretical framework of reservoir computing(2012)
Authors: Michiel Hermans
- Recurrent kernel machines : computing with infinite echo state networks(2012)
Authors: Michiel Hermans, Benjamin Schrauwen
Pages: 104 - 133 - One step backpropagation through time for learning input mapping in reservoir computing applied to speech recognition(2010)
Authors: Michiel Hermans, Benjamin Schrauwen
Pages: 521 - 524 - Building robots as a tool to motivate students into an engineering education(2010)
Authors: Francis wyffels, Michiel Hermans, Benjamin Schrauwen, Peter Hubinsky, Richard Balogh
Pages: 49 - 52 - Memory in linear recurrent neural networks in continuous time(2010)
Authors: Michiel Hermans, Benjamin Schrauwen
Pages: 341 - 355 - Building robots as a tool to motivate students into an engineering education(2010)
Authors: Francis wyffels, Michiel Hermans, Benjamin Schrauwen
Pages: 113 - 116 - Memory in reservoirs for high dimensional input(2010)
Authors: Michiel Hermans, Benjamin Schrauwen
Number of pages: 1 - Automated design of complex dynamic systems
Authors: Michiel Hermans, Benjamin Schrauwen, Peter Bienstman, Joni Dambre