Alexandros Kouris

1. Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design
   2022/09/20 by Hongxiang Fan, Fan, Hongxiang, Thomas Chau +13 · 12 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Image Enhancement Techniques #Machine Learning (cs.LG)
2. Toolflows for Mapping Convolutional Neural Networks on FPGAs: A Survey and Future Directions
   2018/03/15 by Stylianos I. Venieris, Venieris, Stylianos I., Alexandros Kouris +3 · 1 voice · 1 citation
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #cs.AR #cs.CV #cs.LG
3. The Future of Consumer Edge-AI Computing
   2022/10/19 by Stefanos Laskaridis, Stylianos I. Venieris, Laskaridis, Stefanos +7 · 5 citations
   Computer Science · Decision Sciences · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Personal Information Management and User Behavior
4. Progressive Mixed-Precision Decoding for Efficient LLM Inference
   2024/10/17 by Hao Chen, Chen, Hao Mark, Fuwen Tan +9 · 8 citations
   Computer Science · Engineering · #Advanced Wireless Communication Techniques #Algorithms and Data Compression #Coding theory and cryptography #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Fluid Batching: Exit-Aware Preemptive Serving of Early-Exit Neural Networks on Edge NPUs
   2022/09/27 by Alexandros Kouris, Stylianos I. Venieris, Kouris, Alexandros +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Age of Information Optimization #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #IoT and Edge/Fog Computing #Machine Learning (cs.LG)
6. Approximate FPGA-based LSTMs under Computation Time Constraints
   2018/01/07 by Michalis Rizakis, Stylianos I. Venieris, Rizakis, Michalis +5 · 1 voice
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #cs.AR #cs.CV #cs.LG
7. Speculative Decoding with a Speculative Vocabulary
   2026/02/14 by Miles Williams, Young D. Kwon, Rui Li +2 · 3 citations
   Computer Science · #cs.CL