Publications
The Φ-Sat-1 Mission: The First On-Board Deep Neural Network Demonstrator for Satellite Earth Observation
Giuffrida, G., Fanucci, L., Meoni, G., Batič, M., Buckley, L., Dunne, A., van Dijk, C., Esposito, M., Hefele, J., Vercruyssen, N., Furano, G., Pastena, M. and Aschbacher, J.
IEEE Transactions on Geoscience and Remote Sensing Vol. 60, pp. 1-14, 2022
Benchmarking Deep Learning On a Myriad X Processor Onboard the International Space Station (ISS)
Dunkel, E., Buckley, L., Espinosa-Aranda, J.L., Romero-Cañas, J., Hervas-Martin, E., Towfic, Z., Swope, J., Russell, D., Sauvageau, J., Sheldon, D., Chien, S., Wagstaff, K., Lu, S., Denbina, M., Knox, C. and Fernandez, M.
Flight Software Workshop 2022
Benchmarking Machine Learning on the Myriad X Processor Onboard the ISS
Dunkel, E., Espinosa-Aranda, J.L., Romero-Cañas, J., Buckley, L., Towfic, Z., Mirza, F., Swope, J., Russell, D., Sauvageau, J., Sheldon, D., Chien, S., Fernandez, M., Knox, C., Wagstaff, K., Lu, S., Denbina, M., Atha, D., Swan, R.M. and Ono, H.
2021 International Space Station Research and Development Conference
FPGA & VPU Co-Processing in Space Applications: Development and Testing with DSP/AI Benchmarks
Leon, V., Bezaitis, C., Lentaris, G., Soudris, D., Reisis, D., Papatheofanous, E.-A., Kyriakos, A., Dunne, A., Samuelsson, A. and Steenari, D..
2021 28th IEEE International Conference on Electronics, Circuits, and Systems (ICECS), pp. 1-5
High-Performance Compute Board – a Fault-Tolerant Module for On-Board Vision Processing
España-Navarro, J., Samuelsson, A., Gingsjö, H., Barendt, J., Dunne, A., Buckley, L., Reisis, D., Kyriakos, A., Papatheofanous, E.A., Bezaitis, C., Matthijs, P., Ramos, J.P. and Steenari, D.
2021 European Workshop on On-Board Data Processing (OBDP)
Towards the Use of Artificial Intelligence on the Edge in Space Systems: Challenges and Opportunities
Furano, G., Meoni, G., Dunne, A., Moloney, D., Ferlet-Cavrois, V., Tavoularis, A., Byrne, J., Buckley, L., Psarakis, M., Voss, K.-O. and Fanucci, L.
IEEE Aerospace and Electronic Systems Magazine Vol. 35(12), pp. 44-56
2020
An Evaluation of Low-Cost Vision Processors for Efficient Star Identification
Agarwal, S., Hervas-Martin, E., Byrne, J., Dunne, A., Espinosa-Aranda, J.L. and Rijlaarsdam, D.
Sensors Vol. 20(21), pp. 6250
2020
UB0100 AI & CV Compute Engine.
Dunne, A.
2020 ESA Workshop on Avionics, Data, Control and Software Systems (ADCSS)
Smart Doll: Emotion Recognition Using Embedded Deep Learning
Espinosa-Aranda, J., Vallez, N., Rico-Saavedra, J., Parra-Patino, J., Bueno, G., Sorci, M., Moloney, D., Pena, D. and Deniz, O.
Symmetry Vol. 10(9), pp. 387
2018
Eyes of Things
Deniz, O., Vallez, N., Espinosa-Aranda, J., Rico-Saavedra, J., Parra-Patino, J., Bueno, G., Moloney, D., Dehghani, A., Dunne, A., Pagani, A., Krauss, S., Reiser, R., Waeny, M., Sorci, M., Llewellynn, T., Fedorczak, C., Larmoire, T., Herbst, M., Seirafi, A. and Seirafi, K.
Sensors Vol. 17(5), pp. 1173
2017