The role of fractional calculus in modeling biological phenomena: A review
This review provides the latest developments and trends in the application of fractional
calculus (FC) in biomedicine and biology. Nature has often showed to follow rather simple …
calculus (FC) in biomedicine and biology. Nature has often showed to follow rather simple …
Photonic-electronic integrated circuits for high-performance computing and ai accelerators
In recent decades, the demand for computational power has surged, particularly with the
rapid expansion of artificial intelligence (AI). As we navigate the post-Moore's law era, the …
rapid expansion of artificial intelligence (AI). As we navigate the post-Moore's law era, the …
A new spiking convolutional recurrent neural network (SCRNN) with applications to event-based hand gesture recognition
Y Xing, G Di Caterina, J Soraghan - Frontiers in neuroscience, 2020 - frontiersin.org
The combination of neuromorphic visual sensors and spiking neural network offers a high
efficient bio-inspired solution to real-world applications. However, processing event-based …
efficient bio-inspired solution to real-world applications. However, processing event-based …
Firing patterns of an improved Izhikevich neuron model under the effect of electromagnetic induction and noise
The neuron's behavior is related to the changes in its complex electrophysiological
environment such as variations in ion concentration. In this paper, a three-variable …
environment such as variations in ion concentration. In this paper, a three-variable …
A survey of single and multi-component Fractional-Order Elements (FOEs) and their applications
Fractional-Order circuits and networks being a widely researched field lags in its
development due to the non-availability of its basic building block ie Fractional-Order …
development due to the non-availability of its basic building block ie Fractional-Order …
Design of impulsive controllers and impulsive control strategy for the Mittag-Leffler stability behavior of fractional gene regulatory networks
In this paper, we consider fractional-order gene regulatory networks. The impulsive effects
on their Mittag-Leffler stability properties are investigated and new criteria are proposed. The …
on their Mittag-Leffler stability properties are investigated and new criteria are proposed. The …
Firing activities of a fractional-order FitzHugh-Rinzel bursting neuron model and its coupled dynamics
Fractional-order dynamics of excitable systems can be physically described as a memory
dependent phenomenon. It can produce diverse and fascinating oscillatory patterns for …
dependent phenomenon. It can produce diverse and fascinating oscillatory patterns for …
Dendritic organic electrochemical transistors grown by electropolymerization for 3D neuromorphic engineering
One of the major limitations of standard top‐down technologies used in today's
neuromorphic engineering is their inability to map the 3D nature of biological brains. Here, it …
neuromorphic engineering is their inability to map the 3D nature of biological brains. Here, it …
Synchronization and FPGA realization of fractional-order Izhikevich neuron model
This paper generalizes the Izhikevich neuron model in the fractional-order domain for better
modeling of neuron dynamics. Accurate and computationally efficient numerical techniques …
modeling of neuron dynamics. Accurate and computationally efficient numerical techniques …
On numerical approximations of fractional-order spiking neuron models
Fractional-order spiking neuron models can enrich model flexibility and dynamics due to the
extra degrees of freedom. This paper aims to study the effects of applying four different …
extra degrees of freedom. This paper aims to study the effects of applying four different …