Roderick Melnik

13 papers Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Machine Learning for Complex Systems Dynamics: Detecting Bifurcations in Dynamical Systems with Deep Neural Networks.
CoRR
Swadesh Pal, Roderick Melnik
2025 J jnl
A Stochastic Nonlinear Dynamical System for Smoothing Noisy Eye Gaze Data.
CoRR
Thoa Thieu, Roderick Melnik
2025 J jnl
Bayesian approaches for revealing complex neural network dynamics in Parkinson's disease.
J. Comput. Sci.
Hina Shaheen, Roderick Melnik
2025 J jnl
Brain Network Dynamics and Multiscale Modeling of Neurodegenerative Disorders: A Review.
IEEE Access
Hina Shaheen, Roderick Melnik
2025 J jnl
Complex non-Markovian dynamics and the dual role of astrocytes in Alzheimer's disease development and propagation.
Quant. Biol.
Swadesh Pal, Roderick Melnik
2025 J jnl
Nonlinear Dynamical Systems for Automatic Face Annotation in Head Tracking and Pose Estimation.
CoRR
Thi Kim Thoa Thieu, Roderick Melnik
2025 — conf
Regulating Toxic Amyloid-Beta Oligomers in Alzheimer's Disease: A Control Theory Approach.
IWBBIO (1)
Swadesh Pal, Roderick Melnik
2024 — conf
Computational Modelling of Complex Multiphase Behavior of Environmentally-Friendly Materials for Sustainable Technological Solutions.
ICCS (3)
Akshayveer, Federico C. Buroni, Roderick Melnik, Luis Rodríguez-Tembleque, Andrés Sáez
2024 J jnl
Data-driven stochastic model for quantifying the interplay between amyloid-beta and calcium levels in Alzheimer's disease.
Stat. Anal. Data Min.
Hina Shaheen, Roderick Melnik, Sundeep Singh, Alzheimer's Disease Neuroimaging Initiative
2024 — conf
Neural Dynamics in Parkinson's Disease: Integrating Machine Learning and Stochastic Modelling with Connectomic Data.
ICCS (4)
Hina Shaheen, Roderick Melnik
2024 — conf
Parkinson's Disease Progression and Treatment Dynamics Accounting for Nonlocality of Bioneurological Processes.
IWBBIO (2)
Swadesh Pal, Roderick Melnik
2023 — conf
Modelling of Anti-amyloid-Beta Therapy for Alzheimer's Disease.
IWBBIO (1)
Swadesh Pal, Roderick Melnik
2022 J jnl
Deep Brain Stimulation with a Computational Model for the Cortex-Thalamus-Basal-Ganglia System and Network Dynamics of Neurological Disorders.
Comput. Math. Methods
Hina Shaheen, Roderick Melnik