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Muhammad Shafique
Muhammad Shafique
Professor, ECE, New York University (AD-UAE, Tandon-USA), Director eBRAIN Lab
在 nyu.edu 的电子邮件经过验证 - 首页
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引用次数
年份
FastSpiker: Enabling Fast Training for Spiking Neural Networks on Event-based Data through Learning Rate Enhancements for Autonomous Embedded Systems
I Bano, RVW Putra, A Marchisio, M Shafique
arXiv preprint arXiv:2407.05262, 2024
2024
RobQuNNs: A Methodology for Robust Quanvolutional Neural Networks against Adversarial Attacks
WE Maouaki, A Marchisio, T Said, M Shafique, M Bennai
arXiv preprint arXiv:2407.03875, 2024
2024
Robust ADAS: Enhancing Robustness of Machine Learning-based Advanced Driver Assistance Systems for Adverse Weather
MZ Shahzad, MA Hanif, M Shafique
arXiv preprint arXiv:2407.02581, 2024
2024
A Quality-Aware Voltage Overscaling Framework to Improve the Energy Efficiency and Lifetime of TPUs based on Statistical Error Modeling
A Senobari, J Vafaei, O Akbari, C Hochberger, M Shafique
IEEE Access, 2024
2024
Robust ADAS: Enhancing Robustness of Machine Learning-based Advanced Driver Assistance Systems for Adverse Weather
M Zaeem Shahzad, M Abdullah Hanif, M Shafique
arXiv e-prints, arXiv: 2407.02581, 2024
2024
Proceedings of the 5th Summer School on Cyber-Physical Systems and Internet-of-Things, Vol. V, 2024
A Marchisio, M Shafique, N Abdennadher, N Gaikwad, R Stojanović, ...
MECOnet Events and Publishing 5, 2024
2024
HASNAS: A Hardware-Aware Spiking Neural Architecture Search Framework for Neuromorphic Compute-in-Memory Systems
RVW Putra, M Shafique
arXiv preprint arXiv:2407.00641, 2024
2024
An Edge-based WiFi Fingerprinting Indoor Localization Using Convolutional Neural Network and Convolutional Auto-Encoder
A Kargar-Barzi, E Farahmand, NT Chatrudi, A Mahani, M Shafique
IEEE Access, 2024
2024
NYU CTF Dataset: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security
M Shao, S Jancheska, M Udeshi, B Dolan-Gavitt, H Xi, K Milner, B Chen, ...
arXiv preprint arXiv:2406.05590, 2024
12024
HASNAS: A Hardware-Aware Spiking Neural Architecture Search Framework for Neuromorphic Compute-in-Memory Systems
R Vidya Wicaksana Putra, M Shafique
arXiv e-prints, arXiv: 2407.00641, 2024
2024
Model Cascading for Code: Reducing Inference Costs with Model Cascading for LLM Based Code Generation
B Chen, M Zhu, B Dolan-Gavitt, M Shafique, S Garg
arXiv preprint arXiv:2405.15842, 2024
2024
The Effects of Chiropractic Spinal Adjustment on EEG in Adults with Alzheimer's and Parkinson's Disease: A Pilot Randomised Cross-over Trial
MS Navid, IK Niazi, K Holt, RB Nedergaard, I Amjad, U Ghani, N Kumari, ...
Journal of Integrative Neuroscience 23 (5), 98, 2024
12024
Exploring the Interplay of Interpretability and Robustness in Deep Neural Networks: A Saliency-guided Approach
A Guesmi, NS Aswani, M Shafique
arXiv preprint arXiv:2405.06278, 2024
2024
Examining Changes in Internal Representations of Continual Learning Models Through Tensor Decomposition
NS Aswani, A Guesmi, MA Hanif, M Shafique
arXiv preprint arXiv:2405.03244, 2024
2024
UnbiasedNets: a dataset diversification framework for robustness bias alleviation in neural networks
M Naseer, BS Prabakaran, O Hasan, M Shafique
Machine Learning 113 (5), 2499-2526, 2024
42024
SNN4Agents: A Framework for Developing Energy-Efficient Embodied Spiking Neural Networks for Autonomous Agents
RVW Putra, A Marchisio, M Shafique
arXiv preprint arXiv:2404.09331, 2024
2024
Embodied neuromorphic artificial intelligence for robotics: Perspectives, challenges, and research development stack
RVW Putra, A Marchisio, F Zayer, J Dias, M Shafique
arXiv preprint arXiv:2404.03325, 2024
42024
A Methodology to Study the Impact of Spiking Neural Network Parameters considering Event-Based Automotive Data
I Bano, RVW Putra, A Marchisio, M Shafique
arXiv preprint arXiv:2404.03493, 2024
12024
QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection
N Innan, A Marchisio, M Shafique, M Bennai
arXiv preprint arXiv:2404.02595, 2024
2024
Range sensor-based assistive technology solutions for people with visual impairment: a review
S Manzoor, S Iftikhar, I Ayub, A Shahid, AU Haq, W Muhammad, ...
Disability and Rehabilitation: Assistive Technology 19 (3), 576-584, 2024
22024
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