1 citations · 1 across the 4 of their papers we have counts for
4 papers
Autonomous Chaotic Time Series Prediction using Physical Neuromorphic Networks
Akshaya Rajesh, Yinhao Xu, Wave Ngampruetikorn +1
Physical reservoir computing (PRC) with neuromorphic networks offers a promising approach to brain-inspired information processing, exploiting emergent nonlinear dynamics of physic…
Intrinsic Neuro-Synaptic Spiking Dynamics and Resonance in Memristive Networks
Yinhao Xu, Georg A. Gottwald, Zdenka Kuncic
Self-organizing memristive networks are physical circuits that dynamically reconfigure their circuitry in response to external input signals. Their adaptive behavior arises from in…
Learning Chaotic Dynamics with Neuromorphic Network Dynamics
Yinhao Xu, Georg A. Gottwald, Zdenka Kuncic
This study investigates how dynamical systems may be learned and modelled with a neuromorphic network which is itself a dynamical system. The neuromorphic network used in this stud…
Dynamic Reservoir Computing with Physical Neuromorphic Networks
Yinhao Xu, Georg A. Gottwald, Zdenka Kuncic
Reservoir Computing (RC) with physical systems requires an understanding of the underlying structure and internal dynamics of the specific physical reservoir. In this study, physic…