Name Card

Full name Familienname, Vorname
Hafiz, Rehan
 

Own Publications Eigene Publikationen

Results 1-17 of 17 (Search time: 0.003 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Ahmad, Hazoor ; Arif, Tabasher ; Hanif, Muhammad Abdullah ; Hafiz, Rehan ; Shafique, Muhammad SuperSlash: A Unified Design Space Exploration and Model Compression Methodology for Design of Deep Learning Accelerators With Reduced Off-Chip Memory Access VolumeArtikel Article 2020
2Riaz, Mohsin ; Hafiz, Rehan ; Khaliq, Salman Abdul ; Faisal, Muhammad ; Iqbal, Hafiz Talha ; Ali, Mohsen ; Shafique, Muhammad CAxCNN: Towards the Use of Canonic Sign Digit Based Approximation for Hardware-Friendly Convolutional Neural NetworksArtikel Article 2020
3Hanif, Muhammad Abdullah ; Hafiz, Rehan ; Hasan, Osman ; Shafique, Muhammad PEMACx: A Probabilistic Error Analysis Methodology for Adders with Cascaded Approximate UnitsKonferenzbeitrag Inproceedings 2020
4Amjad, Rida ; Hafiz, Rehan ; Ilyas, Muhammad U. ; Younis, Muhammad Shahzad ; Shafique, Muhammad m-SAAC: Multi-stage Adaptive Approximation Control to Select Approximate Computing Modes for Vision ApplicationsArtikel Article 2019
5Shafique, Muhammad ; Hasan, Osman ; Hafiz, Rehan ; Mazahir, Sana ; Hanif, Muhammad Abdullah ; Rehman, Semeen Approximate computing across the hardware and software stacksBuchbeitrag Book Contribution2019
6Hanif, Muhammad Abdullah ; Hafiz, Rehan ; Shafique, Muhammad Configurable Models and Design Space Exploration for Low-Latency Approximate AddersBuchbeitrag Book Contribution 2019
7Hanif, Muhammad Abdullah ; Hafiz, Rehan ; Javed, Muhammad Usama ; Rehman, Semeen ; Shafique, Muhammad Energy-Efficient Design of Advanced Machine Learning HardwareBuchbeitrag Book Contribution 2019
8Hanif, Muhammad Abdullah ; Javed, Muhammad Usama ; Hafiz, Rehan ; Rehman, Semeen ; Shafique, Muhammad Hardware–Software Approximations for Deep Neural NetworksBuchbeitrag Book Contribution 2019
9Shafique, Muhammad ; Theocharides, Theocharis ; Bouganis, Christos-Savvas ; Hanif, Muhammad Abdullah ; Khalid, Faiq ; Hafiz, Rehan ; Rehman, Semeen An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT eraKonferenzbeitrag Inproceedings 2018
10Hanif, Muhammad Abdullah ; Hafiz, Rehan ; Shafique, Muhammad Error resilience analysis for systematically employing approximate computing in convolutional neural networksKonferenzbeitrag Inproceedings 2018
11Hanif, Muhammad Abdullah ; Marchisio, Alberto ; Arif, Tabasher ; Hafiz, Rehan ; Rehman, Semeen ; Shafique, Muhammad X-DNNs: Systematic Cross-Layer Approximations for Energy-Efficient Deep Neural NetworksArtikel Article 2018
12Javed, Raja Haseeb ; Siddique, Ayesha ; Hafiz, Rehan ; Hasan, Osman ; Shafique, Muhammad ApproxCT: Approximate Clustering Techniques for Energy Efficient Computer Vision in Cyber-Physical SystemsKonferenzbeitrag Inproceedings 2018
13El-Harouni, Walaa ; Rehman, Semeen ; Prabakaran, Bharath Srinivas ; Kumar, Akash ; Hafiz, Rehan ; Shafique, Muhammad Embracing approximate computing for energy-efficient motion estimation in high efficiency video codingKonferenzbeitrag Inproceedings 2017
14Shafique, Muhammad ; Hafiz, Rehan ; Javed, Muhammad Usama ; Abbas, Sarmad ; Sekanina, Lukas ; Vasicek, Zdenek ; Mrazek, Vojtech Adaptive and Energy-Efficient Architectures for Machine Learning: Challenges, Opportunities, and Research RoadmapKonferenzbeitrag Inproceedings 2017
15Hanif, Muhammad Abdullah ; Hafiz, Rehan ; Hasan, Osman ; Shafique, Muhammad QuAdKonferenzbeitrag Inproceedings 2017
16Mazahir, Sana ; Hasan, Osman ; Hafiz, Rehan ; Shafique, Muhammad ; Henkel, Jorg Probabilistic Error Modeling for Approximate AddersArtikel Article 2017
17Mazahir, Sana ; Hasan, Osman ; Hafiz, Rehan ; Shafique, Muhammad Probabilistic Error Analysis of Approximate Recursive MultipliersArtikel Article 2017