Publications

Javier Fernández-Marqués, Vincent W.-S. Tseng, Sourav Bhattachara and Nicholas D. Lane. On-the-fly deterministic binary filters for memory efficient keyword spotting applications on embedded devices. International Workshop on Embedded and Mobile Deep Learning (EMDL), 2018

Vincent W.-S. Tseng, Sourav Bhattachara, Javier Fernández-Marqués, Milad Alizadeh, Catherine Tong and Nicholas D. Lane. Deterministic Binary Filters for Convolutional Neural Networks. International Joint Conference on Artificial Intelligence (IJCAI), 2018

Javier Fernández-Marqués, Vincent W.-S. Tseng, Sourav Bhattachara and Nicholas D. Lane. BinaryCmd: Keyword Spotting with deterministic binary basis. SysML, 2018

Marting Maška, Cristina Ederra, Javier Fernández-Marqués, Arrate Muñoz-Barrutia, Michal Kozubek and Carlos Ortiz-de-Solórzano. Quantification of the 3D Collagen Network Geometry in Confocal Reflection Microscopy. International Conference on Image Processing (ICIP), 2015

Maria Anguiano, Carlos Castilla, Martin Maška, Cristina Ederra, Javier Fernández-Marqués, Rafael Peláez, Ana Rozaut, Arrate Muñoz-Barrutia, Michal Kozubek and Carlos Ortiz-de-Solórzano. Characterization of the Role of Collagen Network Structure and Composition in Cancer Cell Migration. International conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015