Artificial neuronal devices are critical building blocks of neuromorphic computing systems
and currently the subject of intense research motivated by application needs from new …

It is surprising to see the wide range and versatile potential of applications of the VO2, due to
its transition from a semiconductor phase at low temperature, to a metallic state at high …

Oscillatory neural network (ONN) is an emerging neuromorphic architecture composed of
oscillators that implement neurons and are coupled by synapses. ONNs exhibit rich …

Oscillatory Neural Network (ONN) is an emerging neuromorphic architecture with oscillators
representing neurons and information encoded in oscillator's phase relations. In an ONN …

The growing number of edge devices in everyday life generates a considerable amount of
data that current AI algorithms, like artificial neural networks, cannot handle inside edge …

The recent surge of interest in brain-inspired architectures along with the development of
nonlinear dynamical electronic devices and circuits has enabled energy-efficient hardware …

In this paper, we showcase the innovative concept of implementing Oscillatory Neural
Networks (ONNs) for neuromorphic computing with beyond-CMOS devices based on …

Coupled nano-oscillators are attracting increasing interest because of their potential to
perform computation efficiently, enabling new applications in computing and information …

In this paper, we assess an innovative concept of emulating biological neurons with
oscillators to implement an oscillatory neural network (ONN) with beyond-CMOS devices …

Digital electronics based on von Neumann's architecture is reaching its limits to solve large-
scale problems essentially due to the memory fetching. Instead, recent efforts to bring the …