Yaser Mike Banad

34 papers Journal 30Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Unified Phase-native Computational Principle Governs Hippocampal Spike Timing and Neural Coding. CoRR Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad
2026	J	`jnl`	A computationally efficient biomedical text processing framework for pharmacovigilance: integrating low-rank adaptation and interpretable AI for adverse drug reaction detection. Medical Biol. Eng. Comput. Zahra Rezaei, Sara Safi Samghabadi, Mohammad Amin Amini, Yaser Mike Banad
2026	J	`jnl`	Efficient Memristor Neural Networks for Edge AI: On-Chip Learning, Noise Robustness, Device-Variation Tolerance, and Sublinear Energy and Time Scaling. IEEE Trans. Computers Mohammad Reza Eslami, Dhiman Biswas, Soheib Takhtardeshir, Sarah Safura Sharif, Yaser Mike Banad
2026	J	`jnl`	Event-based Heterogeneous Information Processing for Online Vision-based Obstacle Detection and Localization. CoRR Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad
2026	J	`jnl`	Machine learning model for predicting surface wettability in laser-textured metal alloys. CoRR Mohammad Mohammadzadeh Sanandaji, Danial Ebrahimzadeh, Mohammad Ikram Haider, Yaser Mike Banad, Aleksandar Poleksic, Hongtao Ding
2026	J	`jnl`	No Dense Tensors Needed: Fully Sparse Object Detection on Event-Camera Voxel Grids. CoRR Mohamad Yazan Sadoun, Sarah Safura Sharif, Yaser Mike Banad
2026	J	`jnl`	Optimizing multimodal models for medical visual question answering: A comparative study of LoRA and AdaLoRA on VQA-RAD and SLAKE-VQA. Comput. Biol. Medicine Zahra Rezaei, Sara Safi Samghabadi, Yaser Mike Banad
2026	J	`jnl`	Toward Digital Twins in 3D IC Packaging: A Critical Review of Physics, Data, and Hybrid Architectures. CoRR Gourab Datta, Sarah Safura Sharif, Yaser Mike Banad
2025	J	`jnl`	Enhanced-HisSegNet: Improved SAR Image Flood Segmentation With Learnable Histogram Layers and Active Contour Model. IEEE Geosci. Remote. Sens. Lett. Maryam Asadi, Soroush Sarabi, Marjan Kordani, Mohsen Asghari Ilani, Yaser Mike Banad
2025	J	`jnl`	How transfer learning is used in generative models for image classification: improved accuracy. Signal Image Video Process. Danial Ebrahimzadeh, Sarah Safura Sharif, Yaser Mike Banad
2025	J	`jnl`	Improving Aviation Safety Analysis: Automated HFACS Classification Using Reinforcement Learning with Group Relative Policy Optimization. CoRR Arash Ahmadi, Sarah Safura Sharif, Yaser Mike Banad
2025	J	`jnl`	Machine learning applications in Alzheimer's disease research: a comprehensive analysis of data sources, methodologies, and insights. Int. J. Data Sci. Anal. Zahra Rezaei, Yaser Mike Banad
2025	J	`jnl`	Neuromorphic Digital-Twin-based Controller for Indoor Multi-UAV Systems Deployment. CoRR Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad
2025	J	`jnl`	Novel Pigeon-inspired 3D Obstacle Detection and Avoidance Maneuver for Multi-UAV Systems. CoRR Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad
2025	J	`jnl`	Pandemic transition: A review of social media text mining for pandemic transition in the post-vaccination era. Artif. Intell. Medicine Kiarash Bakhshaei, Zahra Rezaei, Mitra Ahmadi, Yaser Mike Banad
2025	J	`jnl`	Predicting climate change: A comparative analysis of time series models for CO2 concentrations and temperature anomalies. Environ. Model. Softw. Zahra Rezaei, Sara Safi Samghabadi, Mohammad Amin Amini, Dingjing Shi, Yaser Mike Banad
2025	J	`jnl`	Synthesizability Prediction of Crystalline Structures with a Hierarchical Transformer and Uncertainty Quantification. CoRR Danial Ebrahimzadeh, Sarah Safura Sharif, Yaser Mike Banad
2025	J	`jnl`	TransMatch: A Transfer-Learning Framework for Defect Detection in Laser Powder Bed Fusion Additive Manufacturing. CoRR Mohsen Asghari Ilani, Yaser Mike Banad
2025	J	`jnl`	Ultra-Low-Power Spiking Neurons in 7 nm FinFET Technology: A Comparative Analysis of Leaky Integrate-and-Fire, Morris-Lecar, and Axon-Hillock Architectures. CoRR Logan Larsh, Raiyan Siddique, Sarah Sharif, Yaser Mike Banad
2024	J	`jnl`	A Cloud-Edge Framework for Energy-Efficient Event-Driven Control: An Integration of Online Supervised Learning, Spiking Neural Networks and Local Plasticity Rules. CoRR Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad
2024	—	`conf`	A Comparative Analysis of Neuromorphic Neuron Circuits for Enhanced Power Efficiency and Spiking Frequency in 22nm CMOS Technology. MWSCAS Raiyan Siddique, Marc Eftimie, Yaser Mike Banad
2024	J	`jnl`	A Comparative Study of Sampling Methods with Cross-Validation in the FedHome Framework. CoRR Arash Ahmadi, Sarah Safura Sharif, Yaser Mike Banad
2024	J	`jnl`	A cloud-edge framework for energy-efficient event-driven control: an integration of online supervised learning, spiking neural networks and local plasticity rules. Neuromorph. Comput. Eng. Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad
2024	—	`conf`	Computational Model of Ta2O5/TaOx Memristors: Predicting Resistive Switching Behavior and Filament Growth Dynamics for Enhanced Device Control and Optimization. MWSCAS Armin Gooran-Shoorakchaly, Sarah Safura Sharif, Yaser Mike Banad
2024	J	`jnl`	Design and Performance Analysis of an Ultra-Low Power Integrate-and-Fire Neuron Circuit Using Nanoscale Side-contacted Field Effect Diode Technology. CoRR SeyedMohamadJavad Motaman, Sarah Safura Sharif, Yaser Mike Banad
2024	—	`conf`	Hardware Implementation of Memristor-Based in-Memory Computing for Classification Tasks. MWSCAS Mohammad Reza Eslami, Soheib Takhtardeshir, Sarah Safura Sharif, Yaser Mike Banad
2024	J	`jnl`	Investigating the Effect of Electrical and Thermal Transport Properties on Oxide-Based Memristors Performance and Reliability. CoRR Armin Gooran-Shoorakchaly, Sarah Safura Sharif, Yaser Mike Banad
2024	J	`jnl`	Modeling Melt Pool Geometry in Metal Additive Manufacturing Using Goldak's Semi-Ellipsoidal Heat Source: A Data-driven Computational Approach. CoRR Mohsen Asghari Ilani, Yaser Mike Banad
2024	J	`jnl`	Neuromorphic Robust Estimation of Nonlinear Dynamical Systems Applied to Satellite Rendezvous. CoRR Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad
2024	J	`jnl`	On-Chip Learning with Memristor-Based Neural Networks: Assessing Accuracy and Efficiency Under Device Variations, Conductance Errors, and Input Noise. CoRR Mohammad Reza Eslami, Dhiman Biswas, Soheib Takhtardeshir, Sarah Safura Sharif, Yaser Mike Banad
2024	J	`jnl`	Swarm Intelligence in Collision-free Formation Control for Multi-UAV Systems with 3D Obstacle Avoidance Maneuvers. CoRR Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad
2023	J	`jnl`	Enhancing Energy Efficiency and Reliability in Autonomous Systems Estimation using Neuromorphic Approach. CoRR Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad
2023	—	`conf`	Improving Image Classification using Triple-GAN: A Fusion of Generative Adversarial Networks and Transfer Learning. AIKE Danial Ebrahimzadeh, Sarah Safura Sharif, Yaser Mike Banad
2023	J	`jnl`	Neuromorphic Robust Framework for Concurrent Estimation and Control in Dynamical Systems using Spiking Neural Networks. CoRR Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad