6 citations · 22 across the 35 of their papers we have counts for
8 papers · 1 filter
Investigating the Effect of Electrical and Thermal Transport Properties on Oxide-Based Memristors Performance and Reliability
Armin Gooran-Shoorakchaly, Sarah Sharif, Yaser Banad
Achieving reliable resistive switching in oxide-based memristive devices requires precise control over conductive filament (CF) formation and behavior, yet the fundamental relation…
Swarm Intelligence in Collision-free Formation Control for Multi-UAV Systems with 3D Obstacle Avoidance Maneuvers
Reza Ahmadvand, Sarah Sharif, Yaser Banad
Recent advances in multi-agent systems manipulation have demonstrated a rising demand for the implementation of multi-UAV systems in urban areas which are always subjected to the p…
On-Chip Learning with Memristor-Based Neural Networks: Assessing Accuracy and Efficiency Under Device Variations, Conductance Errors, and Input Noise
M. Reza Eslami, Dhiman Biswas, Soheib Takhtardeshir +2
This paper presents a memristor-based compute-in-memory hardware accelerator for on-chip training and inference, focusing on its accuracy and efficiency against device variations,…
A Comparative Study of Sampling Methods with Cross-Validation in the FedHome Framework
Arash Ahmadi, Sarah S. Sharif, Yaser M. Banad
This paper presents a comparative study of sampling methods within the FedHome framework, designed for personalized in-home health monitoring. FedHome leverages federated learning…
Neuromorphic Robust Estimation of Nonlinear Dynamical Systems Applied to Satellite Rendezvous
Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad
State estimation of nonlinear dynamical systems has long aimed to balance accuracy, computational efficiency, robustness, and reliability. The rapid evolution of various industries…
Design of Tunable Perfect Absorbers in the Mid-IR Spectrum Using Graphene-Based Multilayer Structures: Emerging Applications in Atmospheric Window Matching
Masoumeh Nazari, Yaser Mike Banad, Sarah S. Sharif
This paper introduces tunable and switchable Perfect Absorbers (PAs) operating within the mid-infrared spectrum, specifically targeting the 3 to 5 um range at 0.25 um intervals. Th…
A Cloud-Edge Framework for Energy-Efficient Event-Driven Control: An Integration of Online Supervised Learning, Spiking Neural Networks and Local Plasticity Rules
Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad
This paper presents a novel cloud-edge framework for addressing computational and energy constraints in complex control systems. Our approach centers around a learning-based contro…
Modeling Melt Pool Geometry in Metal Additive Manufacturing Using Goldak's Semi-Ellipsoidal Heat Source: A Data-driven Computational Approach
Mohsen Asghari Ilani, Yaser Mike Banad
This analytical solution, based on Goldak's Semi-Ellipsoidal Heat Source model, captures the dynamic temperature evolution from a semi-ellipsoidal power density moving heat source…