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Author

Alexandros Kouris

Observed names: A. Kouris, Kouris Alexandros, Kouris, Alexandros
ORCID: 0000-0002-2900-430X
Observed ORCID: 0000-0002-2900-430X
OpenAlex ID: A5102929943
Toolflows for Mapping Convolutional Neural Networks on FPGAs
2018 · Stylianos I. Venieris, Alexandros Kouris, et al. · ACM Computing Surveys · 190
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Adaptive Inference through Early-Exit Networks
2021 · Stefanos Laskaridis, Alexandros Kouris, et al. · International Workshop on Embedded and Mobile Deep Learning (EMDL) · 124
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Learning to Fly by MySelf: A Self-Supervised CNN-Based Approach for Autonomous Navigation
2018 · Alexandros Kouris, Christos-Savvas Bouganis · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 93
Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design
2022 · Hongxiang Fan, Thomas Chau, et al. · IEEE/ACM International Symposium on Microarchitecture (MICRO) · 66
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A Frequency Domain Approach for Contact Type Distinction in Human–Robot Collaboration
2018 · Alexandros Kouris, Fotios Dimeas, et al. · IEEE Robotics and Automation Letters · 45
Cascade^CNN: Pushing the Performance Limits of Quantisation in Convolutional Neural Networks
2018 · Alexandros Kouris, Stylianos I. Venieris, et al. · International Conference on Field Programmable Logic and Applications (FPL) · 41
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Toolflows for Mapping Convolutional Neural Networks on FPGAs: A Survey and Future Directions
2018 · Venieris, Stylianos I., Kouris, Alexandros, et al. · arXiv (Cornell University) · 38
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Multi-Exit Semantic Segmentation Networks
2022 · Alexandros Kouris, Stylianos I. Venieris, et al. · Lecture notes in computer science · 31
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Approximate FPGA-Based LSTMs Under Computation Time Constraints
2018 · Michalis Rizakis, Stylianos I. Venieris, et al. · Lecture notes in computer science · 29
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Informed Region Selection for Efficient UAV-based Object Detectors: Altitude-aware Vehicle Detection with CyCAR Dataset
2019 · Alexandros Kouris, Christos Kyrkou, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 24
Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving Cars
2020 · Alexandros Kouris, Stylianos I. Venieris, et al. · IEEE Consumer Electronics Magazine · 22
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Contact distinction in human-robot cooperation with admittance control
2016 · Alexandros Kouris, Fotios Dimeas, et al. · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · 21
A direct tridiagonal solver based on Givens rotations for GPU architectures
2015 · I.E. Venetis, A. Kouris, et al. · Parallel Computing · 21
Sparse-DySta: Sparsity-Aware Dynamic and Static Scheduling for Sparse Multi-DNN Workloads
2023 · Hongxiang Fan, Stylianos I. Venieris, et al. · IEEE/ACM International Symposium on Microarchitecture (MICRO) · 16
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A Throughput-Latency Co-Optimised Cascade of Convolutional Neural Network Classifiers
2020 · Alexandros Kouris, Stylianos I. Venieris, et al. · Design, Automation, and Test in Europe · 14
Control of a line following robot based on FSM estimation
2018 · Alexia Toumpa, Alexandros Kouris, et al. · IFAC-PapersOnLine · 11
Deploying Deep Neural Networks in the Embedded Space
2018 · Venieris, Stylianos I., Kouris, Alexandros, et al. · arXiv (Cornell University) · 10
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The Future of Consumer Edge-AI Computing
2024 · Stefanos Laskaridis, Stylianos I. Venieris, et al. · IEEE Pervasive Computing · 8
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Fluid Batching: Exit-Aware Preemptive Serving of Early-Exit Neural Networks on Edge NPUs
2022 · Kouris, Alexandros, Venieris, Stylianos I., et al. · arXiv (Cornell University) · 8
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Towards Efficient On-Board Deployment of DNNs on Intelligent Autonomous Systems
2019 · Alexandros Kouris, Stylianos I. Venieris, et al. · IEEE Computer Society Annual Symposium on VLSI · 6
A general tridiagonal solver for coprocessors: Adapting g-Spike for the Intel Xeon Phi
2016 · Venetis Ioannis E., Sobczyk Alexandros, et al. · Advances in parallel computing · 5
CascadeCNN: Pushing the performance limits of quantisation
2018 · Kouris, Alexandros, Venieris, Stylianos I., et al. · arXiv (Cornell University) · 4
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Adaptable mobile vision systems through multi-exit neural networks
2022 · Alexandros Kouris, Stylianos I. Venieris, et al. · International Conference on Mobile Systems, Applications, and Services · 3
Speculative Decoding with a Speculative Vocabulary
2026 · Miles Williams, Young D. Kwon, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 1
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Progressive Mixed-Precision Decoding for Efficient LLM Inference
2024 · Chen, Hao Mark, Tan, Fuwen, et al. · arXiv (Cornell University) · 1
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Works count: 35
Citation count: 832
H-index: 14
I10-index: 17
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