Browsing by Author "Schrauwen, B."

Adapting reservoirs to get Gaussian distributions

An experimental unification of reservoir computing methods

An overview of reservoir computing: theory, applications and implementations

Automated design of complex dynamic systems

Band-pass reservoir computing

Bat echolocation modelling using spike kernels with Support Vector Regression

Biologically inspired features in spiking neural networks

Characterization of cascadable excitability in a silicon-on-insulator microring

Compact hardware for real-time speech recognition using a Liquid State Machine

Compact hardware liquid state machines on FPGA for real-time speech recognition

Delays in photonic reservoir computing with semiconductor optical amplifiers

Event detection and localization for small mobile robots using reservoir computing

Event detection and localization in mobile robot navigation using reservoir computing

Imitation learning of an intelligent navigation system for mobile robots using reservoir computing

Improving reservoirs using intrinsic plasticity

Isolated word recognition with the liquid state machine: a case study

Linking non-binned spike train kernels to several existing spike train metrics

Mobile robot control in the road sign problem using reservoir computing networks

Modeling multiple autonomous robot behaviors and behavior switching with a single reservoir computing network

Pattern classification with CNNs as reservoirs