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2020 – today
- 2026
[j17]Sumaia Jahan Mishu, Yaser Mike Banad
, Sarah Safura Sharif:
Generative AI for Electromagnetic Metamaterials and Metasurfaces: A Comprehensive Review of Deep Learning, Evolutionary, and Physics-Informed Approaches. IEEE Access 14: 82575-82611 (2026)- [j16]Zahra Rezaei, Sara Safi Samghabadi, Yaser Mike Banad:
Optimizing multimodal models for medical visual question answering: A comparative study of LoRA and AdaLoRA on VQA-RAD and SLAKE-VQA. Comput. Biol. Medicine 200: 111397 (2026) - [j15]Sara Aminpour, Yaser Michael Banad, Sarah Safura Sharif:
Strategic Data Re-Uploads: A Pathway to Improved Quantum Classification Data Re-Uploading Strategies for Improved Quantum Classifier Performance. Entropy 28(5) (2026) - [j14]Arash Ahmadi, Sarah Safura Sharif, Yaser Mohammadi Banadaki:
Improving aviation safety analysis: Automated HFACS classification using reinforcement learning with group relative policy optimization. Expert Syst. Appl. 329: 132963 (2026) - [j13]Zahra Rezaei, Sara Safi Samghabadi, Mohammad Amin Amini, Yaser Mike Banad:
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. 64(2): 755-780 (2026) - [j12]Mohammad Reza Eslami, Dhiman Biswas, Soheib Takhtardeshir, Sarah Safura Sharif, Yaser Mike Banad:
Efficient Memristor Neural Networks for Edge AI: On-Chip Learning, Noise Robustness, Device-Variation Tolerance, and Sublinear Energy and Time Scaling. IEEE Trans. Computers 75(5): 1723-1736 (2026) - [j11]Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad:
Novel Pigeon-Inspired 3D Obstacle Detection and Avoidance Maneuver for Multi-UAV Systems. IEEE Trans. Veh. Technol. 75(6): 9212-9224 (2026) - [c10]Logan Larsh, Jonas D. Manchester, Jonathan Jones, Sarah Sharif, Yaser Mike Banad:
Neuromorphic Hardware Acceleration of Multiplication with 16 nm FinFETs. COOL CHIPS 2026: 1-3 - [i32]Mohammad Mohammadzadeh Sanandaji, Danial Ebrahimzadeh, Mohammad Ikram Haider, Yaser Mike Banad, Aleksandar Poleksic, Hongtao Ding:
Machine learning model for predicting surface wettability in laser-textured metal alloys. CoRR abs/2601.11661 (2026) - [i31]Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad:
Event-based Heterogeneous Information Processing for Online Vision-based Obstacle Detection and Localization. CoRR abs/2601.13451 (2026) - [i30]Gourab Datta, Sarah Safura Sharif, Yaser Mike Banad:
Toward Digital Twins in 3D IC Packaging: A Critical Review of Physics, Data, and Hybrid Architectures. CoRR abs/2601.23226 (2026) - [i29]Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad:
A Unified Phase-native Computational Principle Governs Hippocampal Spike Timing and Neural Coding. CoRR abs/2603.19690 (2026) - [i28]Mohamad Yazan Sadoun, Sarah Safura Sharif, Yaser Mike Banad:
No Dense Tensors Needed: Fully Sparse Object Detection on Event-Camera Voxel Grids. CoRR abs/2603.21638 (2026) - [i27]Mohsen Asghari Ilani, Yaser Mike Banad:
IoT-Enhanced CNN-Based Labelled Crack Detection for Additive Manufacturing Image Annotation in Industry 4.0. CoRR abs/2604.22857 (2026) - [i26]Arash Ahmadi, Sarah Safura Sharif, Yaser Mohammadi Banadaki:
Enhanced LLM Reasoning by Optimizing Reward Functions with Search-Driven Reinforcement Learning. CoRR abs/2605.02073 (2026) - [i25]Mohamad Yazan Sadoun, Edris Zaman Farsa, Sarah Safura Sharif, Yaser Mike Banad:
Memristor Technologies for Dynamic Vision Sensors: A Critical Assessment and Research Roadmap. CoRR abs/2605.13699 (2026) - [i24]Mohamad Yazan Sadoun, Sarah Safura Sharif, Yaser Mike Banad:
Brain-inspired spike-timing plasticity for reliable label-efficient event-camera vision. CoRR abs/2605.17686 (2026) - [i23]Arash Ahmadi, Parisa Masnadi, Sarah Sharif, Charles D. Nicholson, David S. Ebert, Yaser Michael Banad:
Improving Heart-Focused Medical Question Answering in LLMs via Variance-Aware Rubric Rewards with GRPO. CoRR abs/2606.05174 (2026) - [i22]Yaser Mike Banad, Sarah Sharif:
Physics-informed generative AI for semiconductor manufacturing: Enforcing hard physical constraints in generative models by construction. CoRR abs/2606.11247 (2026) - [i21]Nafiz Ahmed, Sarah Sharif, Dingjing Shi, Yaser Mike Banad:
A Validation-Gated Mechanistic Account of Suicidality Detection in LLMs. CoRR abs/2606.21078 (2026) - [i20]Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad:
Unified Complex-valued Neural Network: A Magnitude-Phase Computational Model for Event-Driven Neuromorphic Learning. CoRR abs/2606.29099 (2026) - 2025
- [j10]Kiarash Bakhshaei, Zahra Rezaei, Mitra Ahmadi, Yaser Mike Banad:
Pandemic transition: A review of social media text mining for pandemic transition in the post-vaccination era. Artif. Intell. Medicine 169: 103242 (2025) - [j9]Zahra Rezaei, Sara Safi Samghabadi, Mohammad Amin Amini, Dingjing Shi, Yaser Mike Banad:
Predicting climate change: A comparative analysis of time series models for CO2 concentrations and temperature anomalies. Environ. Model. Softw. 192: 106533 (2025) - [j8]Zahra Rezaei, Yaser Mike Banad:
Machine learning applications in Alzheimer's disease research: a comprehensive analysis of data sources, methodologies, and insights. Int. J. Data Sci. Anal. 20(4): 3169-3203 (2025) - [j7]Maryam Asadi, Soroush Sarabi, Marjan Kordani, Mohsen Asghari Ilani, Yaser Mike Banad:
Enhanced-HisSegNet: Improved SAR Image Flood Segmentation With Learnable Histogram Layers and Active Contour Model. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [j6]SeyedMohamadJavad Motaman, Sarah Safura Sharif, Yaser Michael Banad:
Biologically-Inspired, Ultra-Low Power, and High-Speed Integrate-and-Fire Neuron Circuit With Stochastic Behavior Using Nanoscale Side-Contacted Field Effect Diode Technology. IEEE Open J. Circuits Syst. 6: 217-227 (2025) - [j5]Danial Ebrahimzadeh, Sarah Safura Sharif, Yaser Mike Banad:
How transfer learning is used in generative models for image classification: improved accuracy. Signal Image Video Process. 19(1): 103 (2025) - [j4]Arash Ahmadi, Sarah Safura Sharif, Yaser Michael Banad:
A Comparative Study of Sampling Methods With Cross-Validation in the FedHome Framework. IEEE Trans. Parallel Distributed Syst. 36(4): 570-579 (2025) - [d2]Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad:
Neuromorphic Digital-Twin-based Controller for Indoor Multi-UAV Systems Deployment. IEEE DataPort, 2025
- [i19]Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad:
Neuromorphic Digital-Twin-based Controller for Indoor Multi-UAV Systems Deployment. CoRR abs/2502.08115 (2025) - [i18]Arash Ahmadi, Sarah Safura Sharif, Yaser Mohammadi Banadaki:
MCP Bridge: A Lightweight, LLM-Agnostic RESTful Proxy for Model Context Protocol Servers. CoRR abs/2504.08999 (2025) - [i17]Logan Larsh, Raiyan Siddique, Sarah Sharif, Yaser Mike Banad:
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 abs/2505.03764 (2025) - [i16]Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad:
Novel Pigeon-inspired 3D Obstacle Detection and Avoidance Maneuver for Multi-UAV Systems. CoRR abs/2507.00443 (2025) - [i15]Arash Ahmadi, Sarah Safura Sharif, Yaser Mike Banad:
Improving Aviation Safety Analysis: Automated HFACS Classification Using Reinforcement Learning with Group Relative Policy Optimization. CoRR abs/2508.21201 (2025) - [i14]Mohsen Asghari Ilani, Yaser Mike Banad:
TransMatch: A Transfer-Learning Framework for Defect Detection in Laser Powder Bed Fusion Additive Manufacturing. CoRR abs/2509.01754 (2025) - [i13]Mohsen Asghari Ilani, Yaser Mohammadi Banadaki:
Brain Tumor Detection Through Diverse CNN Architectures in IoT Healthcare Industries: Fast R-CNN, U-Net, Transfer Learning-Based CNN, and Fully Connected CNN. CoRR abs/2509.05821 (2025) - [i12]Danial Ebrahimzadeh, Sarah Safura Sharif, Yaser Mike Banad:
Synthesizability Prediction of Crystalline Structures with a Hierarchical Transformer and Uncertainty Quantification. CoRR abs/2510.19251 (2025) - 2024
- [j3]Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad:
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. 4(4): 44004 (2024) - [c9]Mohammad Reza Eslami, Soheib Takhtardeshir, Sarah Safura Sharif, Yaser Mike Banad:
Hardware Implementation of Memristor-Based in-Memory Computing for Classification Tasks. MWSCAS 2024: 126-130 - [c8]Armin Gooran-Shoorakchaly, Sarah Safura Sharif, Yaser Mike Banad:
Computational Model of Ta2O5/TaOx Memristors: Predicting Resistive Switching Behavior and Filament Growth Dynamics for Enhanced Device Control and Optimization. MWSCAS 2024: 552-556 - [c7]SeyedMohamadJavad Motaman, Sarah Safura Sharifi, Yaser Michael Banad:
Enhancing Neuromorphic Computing: A High-Speed, Low-Power Integrate-and-Fire Neuron Circuit Utilizing Nanoscale Side-Contacted Field Effect Diode Technology. MWSCAS 2024: 557-561 - [c6]Raiyan Siddique, Marc Eftimie, Yaser Mike Banad:
A Comparative Analysis of Neuromorphic Neuron Circuits for Enhanced Power Efficiency and Spiking Frequency in 22nm CMOS Technology. MWSCAS 2024: 1096-1100 - [d1]Arash Ahmadi, Sarah Safura Sharif, Yaser Mike Banad:
Modified FedHome. IEEE DataPort, 2024 - [i11]Mohsen Asghari Ilani, Yaser Mike Banad:
Modeling Melt Pool Geometry in Metal Additive Manufacturing Using Goldak's Semi-Ellipsoidal Heat Source: A Data-driven Computational Approach. CoRR abs/2404.08834 (2024) - [i10]Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad:
A Cloud-Edge Framework for Energy-Efficient Event-Driven Control: An Integration of Online Supervised Learning, Spiking Neural Networks and Local Plasticity Rules. CoRR abs/2405.02316 (2024) - [i9]Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad:
Neuromorphic Robust Estimation of Nonlinear Dynamical Systems Applied to Satellite Rendezvous. CoRR abs/2405.08392 (2024) - [i8]Arash Ahmadi, Sarah Safura Sharif, Yaser Mike Banad:
A Comparative Study of Sampling Methods with Cross-Validation in the FedHome Framework. CoRR abs/2406.01950 (2024) - [i7]Mohammad Reza Eslami, Dhiman Biswas, Soheib Takhtardeshir, Sarah Safura Sharif, Yaser Mike Banad:
On-Chip Learning with Memristor-Based Neural Networks: Assessing Accuracy and Efficiency Under Device Variations, Conductance Errors, and Input Noise. CoRR abs/2408.14680 (2024) - [i6]Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad:
Swarm Intelligence in Collision-free Formation Control for Multi-UAV Systems with 3D Obstacle Avoidance Maneuvers. CoRR abs/2412.12437 (2024) - [i5]SeyedMohamadJavad Motaman, Sarah Safura Sharif, Yaser Mike Banad:
Design and Performance Analysis of an Ultra-Low Power Integrate-and-Fire Neuron Circuit Using Nanoscale Side-contacted Field Effect Diode Technology. CoRR abs/2412.12443 (2024) - [i4]Armin Gooran-Shoorakchaly, Sarah Safura Sharif, Yaser Mike Banad:
Investigating the Effect of Electrical and Thermal Transport Properties on Oxide-Based Memristors Performance and Reliability. CoRR abs/2412.12450 (2024) - 2023
- [c5]Danial Ebrahimzadeh, Sarah Safura Sharif, Yaser Mike Banad:
Improving Image Classification using Triple-GAN: A Fusion of Generative Adversarial Networks and Transfer Learning. AIKE 2023: 91-94 - [i3]Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad:
Enhancing Energy Efficiency and Reliability in Autonomous Systems Estimation using Neuromorphic Approach. CoRR abs/2307.07963 (2023) - [i2]Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad:
Neuromorphic Robust Framework for Concurrent Estimation and Control in Dynamical Systems using Spiking Neural Networks. CoRR abs/2310.03873 (2023) - 2020
- [i1]Yaser Banadaki, Nariman Razaviarab, Hadi Fekrmandi, Safura Sharifi:
Toward Enabling a Reliable Quality Monitoring System for Additive Manufacturing Process using Deep Convolutional Neural Networks. CoRR abs/2003.08749 (2020)
2010 – 2019
- 2019
- [c4]Safura Sharifi, Sofia Brown, Irina Novikova, Eugeniy E. Mikhailov, Georgios Veronis, Jonathan Dowling, Yaser Banadaki, Elisha Siddiqui, Savannah Cuzzo, Narayan Bhusal, Lior Cohen, Austin Kalasky, Nik Prajapati, Rachel Soto-Garcia:
Identifying Laguerre-Gaussian Modes using Convolutional Neural Network. ICMLA 2019: 475-478 - 2016
- [c3]Yaser Mohammadi Banadaki, Ashok Srivastava:
Width-Dependent Characteristics of Graphene Nanoribbon Field Effect Transistor for High Frequency Applications. iNIS 2016: 6-10 - 2015
- [j2]Yaser Mohammadi Banadaki, Ashok Srivastava:
Scaling Effects on Static Metrics and Switching Attributes of Graphene Nanoribbon FET for Emerging Technology. IEEE Trans. Emerg. Top. Comput. 3(4): 458-469 (2015) - [c2]Yaser Mohammadi Banadaki, Ashok Srivastava, Safura Sharifi:
Clocked Adiabatic XOR and XNOR CMOS Gates Design Based on Graphene Nanoribbon Complementary Field Effect Transistors. iNIS 2015: 13-18 - 2013
- [c1]Yaser Mohammadi Banadaki, Ashok Srivastava:
A novel graphene nanoribbon field effect transistor for integrated circuit design. MWSCAS 2013: 924-927 - 2010
- [j1]Mohammad Javad Sharifi, Yasser Mohammadi Banadaki:
General SPICE Models for Memristor and Application to Circuit Simulation of Memristor-Based Synapses and Memory Cells. J. Circuits Syst. Comput. 19(2): 407-424 (2010)
Coauthor Index
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last updated on 2026-07-11 00:43 CEST by the dblp team
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