- Toward optical signal processing using photonic reservoir computingKristof Vandoorne
Dept of Information Technology, Photonics Research Group, Ghent University IMEC, Gent, Belgium
Opt Express 16:11182-92. 2008..Moreover, a photonic implementation offers the promise of massively parallel information processing with low power and high speed...
- Experimental demonstration of reservoir computing on a silicon photonics chipKristof Vandoorne
1 Department of Information Technology, Photonics Research Group, Ghent University Interuniversity MicroElectronics Center, Sint Pietersnieuwstraat 41, Gent 9000, Belgium 2 Center for Nano and Biophotonics NB Photonics, Ghent University, Sint Pietersnieuwstraat 41, Gent 9000, Belgium
Nat Commun 5:3541. 2014..It is scalable to larger networks and much higher bitrates, up to speeds >100 Gbit s(-1). These results pave the way for the application of integrated photonic RC for a wide range of applications. ..
- Parallel reservoir computing using optical amplifiersKristof Vandoorne
Photonics Research Group, Department of Information Technology, Ghent University Interuniversity MicroElectronics Center, Ghent, Belgium
IEEE Trans Neural Netw 22:1469-81. 2011..We also show that process variations hardly degrade the performance, but amplifier noise can be detrimental. This effect must therefore be taken into account when designing SOA-based RC implementations...