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 | 1 | 2024 |
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 | 1 | 2024 |
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 | 4 | 2024 |
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 | 4 | 2024 |
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 | 1 | 2024 |
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 | 2 | 2024 |