1 citations · 2 across the 6 of their papers we have counts for
6 papers
Nonlinear Dynamical Systems for Automatic Face Annotation in Head Tracking and Pose Estimation
Thoa Thieu, Roderick Melnik
Facial landmark tracking plays a vital role in applications such as facial recognition, expression analysis, and medical diagnostics. In this paper, we consider the performance of…
Effects of random inputs and short-term synaptic plasticity in a LIF conductance model for working memory applications
Thi Kim Thoa Thieu, Roderick Melnik
Working memory (WM) has been intensively used to enable the temporary storing of information for processing purposes, playing an important role in the execution of various cognitiv…
Effects of noise on leaky integrate-and-fire neuron models for neuromorphic computing applications
Thi Kim Thoa Thieu, Roderick Melnik
Artificial neural networks (ANNs) have been extensively used for the description of problems arising from biological systems and for constructing neuromorphic computing models. The…
Coupled effects of channels and synaptic dynamics in stochastic modelling of healthy and Parkinson's-disease-affected brains
Thi Kim Thoa Thieu, Roderick Melnik
Our brain is a complex information processing network in which the nervous system receives information from the environment to quickly react to incoming events or learns from exper…
Combining Coupled Skorokhod SDEs and Lattice Gas Frameworks for Multi-fidelity Modelling of Complex Behavioral Systems
Thi Kim Thoa Thieu, Roderick Melnik
To model reliably behavioral systems with complex bio-social interactions, accounting for uncertainty quantification, is critical for many application areas. However, in terms of t…
Reflecting stochastic dynamics of active-passive populations with applications in operations research and neuroscience
Thi Kim Thoa Thieu, Roderick Melnik
Stochastic dynamic models have been extensively used for the description of processes with uncertainties arising in the operations research, behavioral sciences, and many other app…