Name Card

Full name Familienname, Vorname
Hanif, Muhammad Abdullah
 
Main Affiliation Organisations­zuordnung
 

Own Publications Eigene Publikationen

Results 1-20 of 73 (Search time: 0.004 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Marchisio, Alberto ; Hanif, Muhammad Abdullah ; Shafique, Muhammad Adversarial ML for DNNs, CapsNets, and SNNs at the EdgeBook Contribution Buchbeitrag 7-Oct-2023
2Putra, Rachmad Vidya Wicaksana ; Hanif, Muhammad Abdullah ; Shafique, Muhammad An Off-Chip Memory Access Optimization for Embedded Deep Learning SystemsBook Contribution Buchbeitrag 1-Oct-2023
3Putra, 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
4Putra-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
5Marchisio, 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
6Putra, Rachmad Vidya Wicaksana ; Hanif, Muhammad Abdullah ; Shafique, Muhammad EnforceSNN: Enabling resilient and energy-efficient spiking neural network inference considering approximate DRAMs for embedded systemsArticle Artikel 2022
7Putra, Rachmad Vidya Wicaksana ; Hanif, Muhammad Abdullah ; Shafique, Muhammad SoftSNN: Low-Cost Fault Tolerance for Spiking Neural Network Accelerators under Soft ErrorsInproceedings Konferenzbeitrag 2022
8Dave, Shail ; Marchisio, Alberto ; Hanif, Muhammad Abdullah ; Guesmi, Amira ; Shrivastava, Aviral ; Alouani, Ihsen ; Shafique, Muhammad Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML SystemsInproceedings Konferenzbeitrag 2022
9Hanif, Muhammad Abdullah ; Sarda, Giuseppe Maria ; Marchisio, Alberto ; Masera, Guido ; Martina, Maurizio ; Shafique, Muhammad CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural NetworksInproceedings Konferenzbeitrag 2022
10Sabir, Dilshad ; Hanif, Muhammmad Abdullah ; Hassan, Ali ; Rehman, Saad ; Shafique, Muhammad TiQSA: Workload Minimization in Convolutional Neural Networks Using Tile Quantization and Symmetry ApproximationArtikel Article 2021
11Shrivastava, Nivedita ; Hanif, Muhammad Abdullah ; Mittal, Sparsh ; Sarangi, Smruti Ranjan ; Shafique, Muhammad A survey of hardware architectures for generative adversarial networksArtikel Article 2021
12Putra, Rachmad Vidya Wicaksana ; Hanif, Muhammad Abdullah ; Shafique, Muhammad ROMANet: Fine-Grained Reuse-Driven Off-Chip Memory Access Management and Data Organization for Deep Neural Network AcceleratorsArtikel Article 2021
13Sabir, Dilshad ; Hanif, Muhammmad Abdullah ; Hassan, Ali ; Rehman, Saad ; Shafique, Muhammad Weight Quantization Retraining for Sparse and Compressed Spatial Domain Correlation FiltersArtikel Article 2021
14Marchisio, Alberto ; Mrazek, Vojtech ; Hanif, Muhammad Abdullah ; Shafique, Muhammad FEECA: Design Space Exploration for Low-Latency and Energy-Efficient Capsule Network AcceleratorsArtikel Article 2021
15Alrahis, Lilas ; Patnaik, Satwik ; Hanif, Muhammad Abdullah ; Saleh, Hani ; Shafique, Muhammad ; Sinanoglu, Ozgur GNNUnlock+: A Systematic Methodology for Designing Graph Neural Networks-based Oracle-less Unlocking Schemes for Provably Secure Logic LockingArtikel Article 2021
16Putra, Rachmad Vidya Wicaksana ; Hanif, Muhammad Abdullah ; Shafique, Muhammad SparkXD: A Framework for Resilient and Energy-Efficient Spiking Neural Network Inference using Approximate DRAMKonferenzbeitrag Inproceedings 2021
17Hoang, Le-Ha ; Hanif, Muhammad Abdullah ; Shafique, Muhammad TRe-Map: Towards Reducing the Overheads of Fault-Aware Retraining of Deep Neural Networks by Merging Fault MapsKonferenzbeitrag Inproceedings 2021
18Hanif, Muhammad Abdullah ; Shafique, Muhammad DNN-Life: An Energy-Efficient Aging Mitigation Framework for Improving the Lifetime of On-Chip Weight Memories in Deep Neural Network Hardware ArchitecturesKonferenzbeitrag Inproceedings 2021
19Bringmann, Oliver ; Ecker, Wolfgang ; Feldner, Ingo ; Frischknecht, Adrian ; Gerum, Christoph ; Hämäläinen, Timo ; Hanif, Muhammad Abdullah ; Klaiber, Michael ; Mueller-Gritschneder, Daniel ; Prebeck, Sebastian ; Shafique, Muhammad Automated HW/SW co-design for edge AI : state, challenges and steps aheadKonferenzbeitrag Inproceedings2021
20Alrahis, Lilas ; Patnaik, Satwik ; Hanif, Muhammad Abdullah ; Shafique, Muhammad ; Sinanoglu, Ozgur UNTANGLE: Unlocking Routing and Logic Obfuscation Using Graph Neural Networks-based Link PredictionKonferenzbeitrag Inproceedings 2021