Reservoir Computing

Coupled Delay Systems For Brain-Inspired Computing

Neural networks are transforming the field of computer algorithms, yet their emulation on current computing substrates is highly inefficient. Reservoir computing was successfully implemented on a large variety of substrates and gave new insight in …

Bioinspired computing

Bioinspired computing aims at producing more efficient hardware in terms of speed and energy consumption

On Theory and Modeling of Complex Nonlinear Delay Dynamics

The motivation behind our research in dynamical systems is an implementation of brain-inspired hardware. In the first part of the talk, we discuss the emergence of complex patterns in a nonlinear delay oscillator. Those self-organized formations …