Hannig, Frank

1. Utilizing Explainable AI for Quantization and Pruning of Deep Neural Networks
   2020/08/20 by Muhammad Sabih, Frank Hannig, Sabih, Muhammad +3 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Advanced Neural Network Applications
2. To Spike or Not to Spike? A Quantitative Comparison of SNN and CNN FPGA Implementations
   2023/06/22 by Patrick Plagwitz, Frank Hannig, Plagwitz, Patrick +5 · 2 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Neural dynamics and brain function
3. Hardware/Software Co-Design of RISC-V Extensions for Accelerating Sparse DNNs on FPGAs
   2025/04/28 by Muhammad Sabih, Sabih, Muhammad, Abrarul Karim +7 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)