Guy van der Sande

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 9

Top Topics

Reservoir Computing

Partition Function

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Toon Sevenants, Guy van der Sande, Guy Verschaffelt
Requirements on bit resolution in optical Ising machine implementations. CoRR (2024)
Jacob Lamers, Guy Verschaffelt, Guy van der Sande
Using continuation methods to analyse the difficulty of problems solved by Ising machines. CoRR (2024)
Jacob Lamers, Guy Verschaffelt, Guy van der Sande
How to Boost Ising Machines' Ability to Find Optimum Solutions: a Bifurcation Analysis. PSC (2023)
Fabian Böhm, Diego Alonso-Urquijo, Guy Verschaffelt, Guy van der Sande
Noise-injected analog Ising machines enable ultrafast statistical sampling and machine learning. CoRR (2021)
Guy van der Sande, Fabian Böhm, Thomas Van Vaerenbergh, Guy Verschaffelt
Compact and inexpensive photonic Ising machines based on optoelectronic oscillators. OFC (2021)
Jaël Pauwels, Guy van der Sande, Guy Verschaffelt, Serge Massar
Photonic Reservoir Computer with Output Expansion for Unsupervized Parameter Drift Compensation. Entropy 23 (8) (2021)
Fabian Böhm, Thomas Van Vaerenbergh, Guy Verschaffelt, Guy van der Sande
Suppressing amplitude inhomogeneity enhances computational performance of Ising machines: why the choice of nonlinearity matters. CoRR (2020)
Lars Keuninckx, Jan Danckaert, Guy van der Sande
Monostable multivibrators as novel artificial neurons. Neural Networks 108 (2018)
Lars Keuninckx, Jan Danckaert, Guy van der Sande
Real-time Audio Processing with a Cascade of Discrete-Time Delay Line-Based Reservoir Computers. Cogn. Comput. 9 (3) (2017)
Lars Keuninckx, Guy van der Sande, Jan Danckaert
Simple Two-Transistor Single-Supply Resistor-Capacitor Chaotic Oscillator. IEEE Trans. Circuits Syst. II Express Briefs (9) (2015)
Romain Modeste Nguimdo, Guy Verschaffelt, Jan Danckaert, Guy van der Sande
Simultaneous Computation of Two Independent Tasks Using Reservoir Computing Based on a Single Photonic Nonlinear Node With Optical Feedback. IEEE Trans. Neural Networks Learn. Syst. 26 (12) (2015)
Miguel C. Soriano, Silvia Ortin, Lars Keuninckx, Lennert Appeltant, Jan Danckaert, Luis Pesquera, Guy van der Sande
Delay-Based Reservoir Computing: Noise Effects in a Combined Analog and Digital Implementation. IEEE Trans. Neural Networks Learn. Syst. 26 (2) (2015)