Name Card

Full name Familienname, Vorname
Shafique, Muhammad
 
Main Affiliation Organisations­zuordnung
 

Own Publications Eigene Publikationen

Results 1-20 of 212 (Search time: 0.001 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Ostrowski, Erik ; Shafique, Muhammad ISLE: A Framework for Image Level Semantic Segmentation EnsembleInproceedings Konferenzbeitrag 3-Dec-2023
2Prabakaran, Bharath Srinivas ; Ostrowski, Erik ; Shafique, Muhammad ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation Using Object Border Fitting for Medical ImagesInproceedings Konferenzbeitrag 1-Dec-2023
3Prabakaran, Bharath Srinivas ; Mrazek, Vojtech ; Vasicek, Zdenek ; Sekanina, Lukas ; Shafique, Muhammad Xel-FPGAs: An End-to-End Automated Exploration Framework for Approximate Accelerators in FPGA-Based SystemsInproceedings Konferenzbeitrag 30-Nov-2023
4Marchisio, Alberto ; Shafique, Muhammad Embedded Neuromorphic Using Intel’s Loihi ProcessorBook Contribution Buchbeitrag 10-Oct-2023
5Putra, Rachmad Vidya Wicaksana ; Shafique, Muhammad A Design Methodology for Energy-Efficient Embedded Spiking Neural NetworksBook Contribution Buchbeitrag 10-Oct-2023
6Prabakaran, Bharath Srinivas ; Shafique, Muhammad An End-to-End Embedded Neural Architecture Search and Model Compression Framework for Healthcare Applications and Use-CasesBook Contribution Buchbeitrag 7-Oct-2023
7Marchisio, Alberto ; Hanif, Muhammad Abdullah ; Shafique, Muhammad Adversarial ML for DNNs, CapsNets, and SNNs at the EdgeBook Contribution Buchbeitrag 7-Oct-2023
8Naseer, Mahum ; Bhatti, Iram Tariq ; Hasan, Osman ; Shafique, Muhammad Considering the Impact of Noise on Machine Learning AccuracyBook Contribution Buchbeitrag 7-Oct-2023
9Putra, Rachmad Vidya Wicaksana ; Hanif, Muhammad Abdullah ; Shafique, Muhammad An Off-Chip Memory Access Optimization for Embedded Deep Learning SystemsBook Contribution Buchbeitrag 1-Oct-2023
10Putra, Rachmad Vidya Wicaksana ; Hanif, Muhammad Abdullah ; Shafique, Muhammad Massively Parallel Neural Processing Array (MPNA): A CNN Accelerator for Embedded SystemsBook Contribution Buchbeitrag 1-Oct-2023
11Ahmadi, Mahya Morid ; Alrahis, Lilas ; Sinanoglu, Ozgur ; Shafique, Muhammad FPGA-Patch: Mitigating Remote Side-Channel Attacks on FPGAs using Dynamic Patch GenerationInproceedings Konferenzbeitrag 19-Sep-2023
12Marchisio, Alberto ; De Marco, Antonio ; Colucci, Alessio ; Martina, Maurizio ; Shafique, Muhammad RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial AttacksInproceedings Konferenzbeitrag 2-Aug-2023
13Prabakaran-2023-IEEE Access-vor.pdf.jpgPrabakaran, Bharath Srinivas ; Hamelmann, Paul ; Ostrowski, Erik ; Shafique, Muhammad FPUS23: An ultrasound fetus phantom dataset with deep neural network evaluations for fetus orientations, fetal planes, and anatomical featuresArticle Artikel 8-Jun-2023
14Wicaksana Putra, Rachmad Vidya ; Shafique, Muhammad Mantis: Enabling Energy-Efficient Autonomous Mobile Agents with Spiking Neural NetworksInproceedings Konferenzbeitrag 23-May-2023
15Putra-2023-Frontiers in Neuroscience-vor.pdf.jpgPutra, Rachmad Vidya Wicaksana ; Hanif, Muhammad Abdullah ; Shafique, Muhammad RescueSNN: enabling reliable executions on spiking neural network accelerators under permanent faultsArticle Artikel 12-Apr-2023
16Marchisio, Alberto ; Nanfa, Giorgio ; Khalid, Faiq ; Hanif, Muhammad Abdullah ; Martina, Maurizio ; Shafique, Muhammad SeVuc: A study on the Security Vulnerabilities of Capsule Networks against adversarial attacksArticle Artikel Feb-2023
17Marchisio, Alberto ; Teodonio, Federico ; Rizzi, Antonello ; Shafique, Muhammad ISMatch: A real-time hardware accelerator for inexact string matching of DNA sequences on FPGAArticle Artikel 2023
18Naseer-2023-Machine Learning-vor.pdf.jpgNaseer, Mahum ; Prabakaran, Bharath Srinivas ; Hasan, Osman ; Shafique, Muhammad UnbiasedNets: a dataset diversification framework for robustness bias alleviation in neural networksArticle Artikel 2023
19Ahmadi, Mahya Morid ; Alrahis, Lilas ; Sinanoglu, Ozgur ; Shafique, Muhammad ShapeShifter: Protecting FPGAs from Side-Channel Attacks with Isofunctional Heterogeneous ModulesInproceedings Konferenzbeitrag 2023
20Putra, Rachmad Vidya Wicaksana ; Shafique, Muhammad TopSpark: A Timestep Optimization Methodology for Energy-Efficient Spiking Neural Networks on Autonomous Mobile AgentsInproceedings Konferenzbeitrag 2023

Contributing Publications Mitbeteiligte Publikationen

Results 1-9 of 9 (Search time: 0.001 seconds).

PreviewAuthors / EditorsTitleTypeIssue Date
1Marchisio, Alberto ; Shafique, Muhammad Embedded Neuromorphic Using Intel’s Loihi ProcessorBook Contribution Buchbeitrag 10-Oct-2023
2Putra, Rachmad Vidya Wicaksana ; Shafique, Muhammad A Design Methodology for Energy-Efficient Embedded Spiking Neural NetworksBook Contribution Buchbeitrag 10-Oct-2023
3Prabakaran, Bharath Srinivas ; Shafique, Muhammad An End-to-End Embedded Neural Architecture Search and Model Compression Framework for Healthcare Applications and Use-CasesBook Contribution Buchbeitrag 7-Oct-2023
4Marchisio, Alberto ; Hanif, Muhammad Abdullah ; Shafique, Muhammad Adversarial ML for DNNs, CapsNets, and SNNs at the EdgeBook Contribution Buchbeitrag 7-Oct-2023
5Naseer, Mahum ; Bhatti, Iram Tariq ; Hasan, Osman ; Shafique, Muhammad Considering the Impact of Noise on Machine Learning AccuracyBook Contribution Buchbeitrag 7-Oct-2023
6Putra, Rachmad Vidya Wicaksana ; Hanif, Muhammad Abdullah ; Shafique, Muhammad An Off-Chip Memory Access Optimization for Embedded Deep Learning SystemsBook Contribution Buchbeitrag 1-Oct-2023
7Putra, Rachmad Vidya Wicaksana ; Hanif, Muhammad Abdullah ; Shafique, Muhammad Massively Parallel Neural Processing Array (MPNA): A CNN Accelerator for Embedded SystemsBook Contribution Buchbeitrag 1-Oct-2023
8Marchisio Alberto - 2023 - Cross-Layer Optimizations for Energy-Efficiency and...pdf.jpgMarchisio, Alberto Cross-Layer Optimizations for Energy-Efficiency and Robustness of Advanced Machine Learning ArchitecturesThesis Hochschulschrift 2023
9Reda, Sherief ; Shafique, Muhammad Approximate CircuitsBuch Book 2019