Expertises
Computer Science
- Convolutional Neural Network
- Detection
- Positive Selection
- Field Programmable Gate Arrays
- Neural Network Architecture
- Linkage
- Algorithms
Biochemistry, Genetics and Molecular Biology
- Selective Sweep
Organisaties
Publicaties
2024
Lightweight Instrumentation for Accurate Performance Monitoring in RTOSesIn 2024 Design, Automation and Test in Europe Conference and Exhibition, DATE 2024 - Proceedings. IEEE. Forlin, B., Chen, K. H., Alachiotis, N., Cassano, L. & Ottavi, M.https://ieeexplore.ieee.org/document/10546790FPGA-accelerated Quantum Transport MeasurementsIn 2023 International Conference on Field Programmable Technology (ICFPT) (pp. 44-52). IEEE. Haarman, T., Sousa de Almeida, A. J., Heskes, A., Zwanenburg, F. A. & Alachiotis, N.https://doi.org/10.1109/ICFPT59805.2023.00010Accelerated Real-Time Classification of Evolving Data Streams using Adaptive Random ForestsIn 2023 International Conference on Field Programmable Technology (ICFPT), Article 10416141 (pp. 232-237). IEEE. Ridder, F., Chen, K.-H. & Alachiotis, N.https://doi.org/10.1109/ICFPT59805.2023.00031
2023
Effective Data Preprocessing Techniques for CNN-based Selective Sweep DetectionIn 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Article 10385303 (pp. 793-800). IEEE. Zhao, H. & Alachiotis, N.https://doi.org/10.1109/BIBM58861.2023.10385303Neutron Radiation Tests of the NEORV32 RISC-V SoC on Flash-Based FPGAsIn 36th IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, DFT 2023. IEEE. Böhmer, K., Forlin, B., Cazzaniga, C., Rech, P., Furano, G., Alachiotis, N. & Ottavi, M.https://doi.org/10.1109/DFT59622.2023.10313556SweepNet: A Lightweight CNN Architecture for the Classification of Adaptive Genomic RegionsIn PASC '23: Proceedings of the Platform for Advanced Scientific Computing Conference, Article 12 (pp. 1-10). ACM Press. Zhao, H., Pavlidis, P. & Alachiotis, N.https://doi.org/10.1145/3592979.3593411A Survey of Processing Systems for Phylogenetics and Population Genetics, 1-27. Corts, R. & Alachiotis, N.https://doi.org/10.1145/3588033Genome-wide scans for selective sweeps using convolutional neural networks, i194-i203. Zhao, H., Souilljee, M., Pavlidis, P. & Alachiotis, N.https://doi.org/10.1093/bioinformatics/btad265Improving Performance of Hardware Accelerators by Optimizing Data Movement: A Bioinformatics Case Study, Article 586. Knoben, P. & Alachiotis, N.https://doi.org/10.3390/electronics12030586An unprotected RISC-V Soft-core processor on an SRAM FPGA: Is it as bad as it sounds?In Proceedings - 2023 IEEE European Test Symposium, ETS 2023. IEEE. Forlin, B. E., van Huffelen, W., Cazzaniga, C., Rech, P., Alachiotis, N. & Ottavi, M.https://doi.org/10.1109/ETS56758.2023.10174076
Onderzoeksprofielen
Vakken collegejaar 2023/2024
Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.
- 191211208 - Internship EE
- 191211219 - Master Thesis Project
- 191211650 - Multi-Disciplinary Design Project
- 192199508 - Research Topics CS
- 192199968 - Internship CS
- 192199978 - Final Project CS
- 201300086 - Research Topics 2 CS
- 201400171 - Capita Selecta Software Technology
- 201600017 - Final Project Preparation
- 201600187 - Individual Project
- 201800524 - Research Topics EIT
- 201900194 - Research Topics I-Tech
- 201900195 - Final Project I-Tech
- 201900200 - Final Project EMSYS
- 201900223 - Capita Selecta Electrical Engineering
- 201900234 - Internship I-Tech
- 202001136 - Computer Architecture and Organisation
- 202001137 - Digital Hardware
- 202001138 - Continuous Linear Systems
- 202001162 - Bachelor Thesis EE
- 202001434 - Internship EMSYS
- 202001613 - MSc Final Project BIT + CS
- 202001614 - MSc Final Project CS + I-Tech
- 202001616 - Research Topics CS + I-TECH
- 202200159 - Embedded AI
- 202200166 - Operating Systems
- 202200167 - Computer Architecture and Organisation
- 202200251 - Capita Selecta DST
- 202300070 - Final Project EMSYS
- 202300078 - Embedded Computer Architectures 1
- 202300099 - Instrumentation for Embedded Systems
- 202300348 - Embedded Architectures and Tools
Vakken collegejaar 2022/2023
- 191210001 - Instrumentation for Embedded Systems
- 191211208 - Internship EE
- 191211219 - Master Thesis Project
- 191211650 - Multi-Disciplinary Design Project
- 192130240 - Embedded Computer Architectures 1
- 192166200 - Capita Selecta I-TECH
- 192199508 - Research Topics CS+IST
- 192199968 - Internship CS
- 192199978 - Final Project CS+IST
- 201300086 - Research Topics 2 CS+IST
- 201300294 - Masteronderzoek ECB Informatica
- 201400171 - Capita Selecta Software Technology
- 201600017 - Final Project Preparation
- 201600187 - Individual Project
- 201800524 - Research Topics EIT
- 201900194 - Research Topics I-Tech
- 201900195 - Final Project I-Tech
- 201900200 - Final Project EMSYS
- 201900223 - Capita Selecta Electrical Engineering
- 201900234 - Internship I-Tech
- 202000670 - Bachelor Assignment
- 202001136 - Computer Architecture and Organisation
- 202001434 - Internship EMSYS
- 202001613 - MSc Final Project BIT + CS
- 202001614 - MSc Final Project CS + I-Tech
- 202001616 - Research Topics CS + I-TECH
- 202200159 - Embedded AI
- 202200166 - Operating Systems
- 202200167 - Computer Architecture and Organisation
- 202200202 - Embedded Architectures and Tools
- 202200251 - Capita Selecta DST
- 202200342 - Combined Final Project EE/I-Tech
- 202200377 - Internship I-Tech / Robotics
- 202200399 - Internship I-Tech / Robotics
- 202200401 - Combined Final Project I-Tech/BME
Adres
![](/.uc/iff4689c40103f3eb1100f2c8f403e85637f06a7b284b0801e3bc0268018041/zilverling.jpg)
Universiteit Twente
Zilverling (gebouwnr. 11), kamer 5035
Hallenweg 19
7522 NH Enschede
Universiteit Twente
Zilverling 5035
Postbus 217
7500 AE Enschede