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Onderzoeker
Michiel Hermans
- Disciplines:Scientific computing, Computertheorie, Computer hardware, Andere computer ingenieurswetenschappen, informatietechnologie en mathematische ingenieurswetenschappen
Affiliaties
- Vakgroep Informatietechnologie (Departement)
Lid
Vanaf1 jan 2013 → 30 sep 2014 - Vakgroep Elektronica en Informatiesystemen (Departement)
Lid
Vanaf1 aug 2008 → 31 dec 2012
Publicaties
1 - 10 van 14
- Trainable hardware for dynamical computing using error backpropagation through physical media(2015)
Auteurs: Michiel Hermans, Michaël Burm, Thomas Van Vaerenbergh, Joni Dambre, Peter Bienstman
- MACOP modular architecture with control primitives(2013)
Auteurs: Tim Waegeman, Michiel Hermans, Benjamin Schrauwen, Andrea D'Avella
- Expanding the theoretical framework of reservoir computing(2012)
Auteurs: Michiel Hermans
- Recurrent kernel machines : computing with infinite echo state networks(2012)
Auteurs: Michiel Hermans, Benjamin Schrauwen
Pagina's: 104 - 133 - One step backpropagation through time for learning input mapping in reservoir computing applied to speech recognition(2010)
Auteurs: Michiel Hermans, Benjamin Schrauwen
Pagina's: 521 - 524 - Memory in linear recurrent neural networks in continuous time(2010)
Auteurs: Michiel Hermans, Benjamin Schrauwen
Pagina's: 341 - 355 - Memory in reservoirs for high dimensional input(2010)
Auteurs: Michiel Hermans, Benjamin Schrauwen
Aantal pagina's: 1 - Automated design of complex dynamic systems
Auteurs: Michiel Hermans, Benjamin Schrauwen, Peter Bienstman, Joni Dambre
- Optoelectronic systems trained with backpropagation through time
Auteurs: Michiel Hermans, Joni Dambre, Peter Bienstman
Pagina's: 1545 - 1550 - Building robots as a tool to motivate students into an engineering education
Auteurs: Francis wyffels, Michiel Hermans, Benjamin Schrauwen, Peter Hubinsky, Richard Balogh
Pagina's: 49 - 52