S. Siu

Using random weights to train multilayer networks of hard-limiting units

Learning long-term dependencies with gradient descent is difficult

Future Intelligent and Secure Vehicular Network Toward 6G: Machine-Learning Approaches

Nonlinearly Activated Neural Network for Solving Time-Varying Complex Sylvester Equation

Wireless channel equalisation

Neuro-fuzzy modeling and control

Support vector machine techniques for nonlinear equalization

Fading channels: information-theoretic and communications aspects

Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems

Complex-valued neural networks with adaptive spline activation function for digital-radio-links nonlinear equalization

Adaptive equalization of finite non-linear channels using multilayer perceptrons

Application of Multilayer Perceptrons as Adaptive Channel Equalisers

Multilayer perceptron structures applied to adaptive equalisers for data communications

The application of nonlinear structures to the reconstruction of binary signals