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Conference and Workshop Papers
- 2024
[c3]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- [c2]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 - 2023
- [c1]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
Data and Artifacts
- 2024
- [d1]Arash Ahmadi, Sarah Safura Sharif, Yaser Mike Banad:
Modified FedHome. IEEE DataPort, 2024
Informal and Other Publications
- 2024
- [i6]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) - [i5]Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike Banad:
Neuromorphic Robust Estimation of Nonlinear Dynamical Systems Applied to Satellite Rendezvous. CoRR abs/2405.08392 (2024) - [i4]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) - [i3]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) - 2023
- [i2]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) - [i1]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)
Coauthor Index
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