Hardware-aware automated neural minimization for printed multilayer perceptrons A Kokkinis, G Zervakis, K Siozios, MB Tahoori, J Henkel 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-2, 2023 | 7 | 2023 |
Dynamic optimization of on-chip memories for HLS targeting many-accelerator platforms A Kokkinis, D Diamantopoulos, K Siozios IEEE Computer Architecture Letters 21 (2), 41-44, 2022 | 7 | 2022 |
Bespoke Approximation of Multiplication-Accumulation and Activation Targeting Printed Multilayer Perceptrons F Afentaki, G Saglam, A Kokkinis, K Siozios, G Zervakis, MB Tahoori 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023 | 6 | 2023 |
Dynamic Heap Management in High-Level Synthesis for Many-Accelerator Architectures A Kokkinis, D Diamantopoulos, K Siozios 2022 32nd International Conference on Field-Programmable Logic and …, 2022 | 3 | 2022 |
Leveraging HW approximation for exploiting performance-energy trade-offs within the edge-cloud computing continuum A Kokkinis, A Ferikoglou, D Danopoulos, D Masouros, K Siozios High Performance Computing: ISC High Performance Digital 2021 International …, 2021 | 3 | 2021 |
The SERRANO platform: Stepping towards seamless application development & deployment in the heterogeneous edge-cloud continuum A Ferikoglou, A Kokkinis, D Danopoulos, I Oroutzoglou, A Nanos, ... 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-4, 2023 | 2 | 2023 |
Optimizing Savitzky-Golay Filter on GPU and FPGA Accelerators for Financial Applications I Oroutzoglou, A Kokkinis, A Ferikoglou, D Danopoulos, D Masouros, ... 2022 11th International Conference on Modern Circuits and Systems …, 2022 | 2 | 2022 |
Evolutionary Approximation of Ternary Neurons for On-sensor Printed Neural Networks V Mrazek, A Kokkinis, P Papanikolaou, Z Vasicek, K Siozios, ... arXiv preprint arXiv:2407.20589, 2024 | 1 | 2024 |
Towards efficient HW acceleration in edge-cloud infrastructures: the SERRANO approach A Ferikoglou, I Oroutzoglou, A Kokkinis, D Danopoulos, D Masouros, ... International Conference on Embedded Computer Systems, 354-367, 2021 | 1 | 2021 |
Fast Resource Estimation of FPGA-Based MLP Accelerators for TinyML Applications A Kokkinis, K Siozios Electronics 14 (2), 247, 2025 | | 2025 |
Enabling Printed Multilayer Perceptrons Realization via Area-Aware Neural Minimization A Kokkinis, G Zervakis, K Siozios, MB Tahoori, J Henkel IEEE Transactions on Computers, 2024 | | 2024 |
Hardware-Accelerated FaaS for the Edge-Cloud Continuum A Nanos, A Kretsis, C Mainas, G Ntouskos, A Ferikoglou, D Danopoulos, ... 2023 IEEE 31st International Conference on Network Protocols (ICNP), 1-6, 2023 | | 2023 |
Enabling an Isolated and Energy-Aware Deployment of Computationally Intensive Kernels on Multi-tenant Environments A Kokkinis, A Nanos, K Siozios International Conference on Embedded Computer Systems, 411-422, 2023 | | 2023 |
HW/SW Acceleration of Multiple Workloads Within the SERRANO’s Computing Continuum A Kokkinis, A Ferikoglou, I Oroutzoglou, D Danopoulos, D Masouros, ... International Conference on Embedded Computer Systems, 394-405, 2022 | | 2022 |
Real-Time SDN Controlled hybrid Fiber Wireless FSO/mmWave X-haul with Zero-Touch Handοver for Terrestrial 6G networks M Vargemidou, C Vagionas, A Kokkinis, G Michail, M Gatzianas, G Kalfas, ... | | |