David Verstraeten
Ghent University(BE)
Publications by Year
Research Areas
Neural Networks and Reservoir Computing, Advanced Memory and Neural Computing, Neural Networks and Applications, Neural dynamics and brain function, Photonic and Optical Devices
Most-Cited Works
- → Experimental demonstration of reservoir computing on a silicon photonics chip(2014)852 cited
- → Information Processing Capacity of Dynamical Systems(2012)440 cited
- An overview of reservoir computing: theory, applications and implementations(2007)
- → Toward optical signal processing using Photonic Reservoir Computing(2008)270 cited
- → Improving reservoirs using intrinsic plasticity(2008)227 cited
- → The Introduction of Time-Scales in Reservoir Computing, Applied to Isolated Digits Recognition(2007)167 cited
- → Compact hardware liquid state machines on FPGA for real-time speech recognition(2007)116 cited
- → Memory versus non-linearity in reservoirs(2010)96 cited
- → A Bayesian Model for Exploiting Application Constraints to Enable Unsupervised Training of a P300-based BCI(2012)79 cited
- A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling(2012)