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Event-Driven Compressive Vision for Multimodal Interaction with Mobile Devices

Deliverables

Open Workshop

This workshop intends to organise a workshop bringing together researchers in EDC systems as well as prominent roboticists, as well as other scientists and engineers interested in EDC systems.

Definition of Industrial Advisory Board

This deliverable will list the members of the Industrial Advisory Board and the dates for the planned meetings.

Website and other ICT support online

This deliverable will be constituted of a public website presenting the project and a password secured extranet for the project's participants.

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Publications

Complexity Analysis of Iterative Basis Transformations Applied to Event-Based Signals

Author(s): Sio-Hoi Ieng, Eero Lehtonen, Ryad Benosman
Published in: Frontiers in Neuroscience, Issue 12, 2018, ISSN 1662-453X
DOI: 10.3389/fnins.2018.00373

Are mid-air gestures perceived as strenuous when used to interact with mobile technology by older adults?

Author(s): N. Mana, O. Mich, M. Ferron
Published in: Gerontechnology, Issue 17/s, 2018, Page(s) 85-85, ISSN 1569-1101
DOI: 10.4017/gt.2018.17.s.085.00

Investigating redundancy in multimodal interaction with tablet devices for older adults

Author(s): N. Mana, G. Schiavo, M. Ferron, O. Mich
Published in: Gerontechnology, Issue 17/s, 2018, Page(s) 183-183, ISSN 1569-1101
DOI: 10.4017/gt.2018.17.s.178.00

Event-Driven Stereo Visual Tracking Algorithm to Solve Object Occlusion

Author(s): L. A. Camuñas-Mesa, T. Serrano-Gotarredona, S. Ieng, R. Benosman and B. Linares-Barranco
Published in: IEEE Transactions on Neural Networks and Learning Systems, Issue 29/9, 2018, Page(s) 4223-4237, ISSN 2162-237X
DOI: 10.1109/tnnls.2017.2759326

Active Perception With Dynamic Vision Sensors. Minimum Saccades With Optimum Recognition

Author(s): Amirreza Yousefzadeh, Garrick Orchard, Teresa Serrano-Gotarredona, Bernabe Linares-Barranco
Published in: IEEE Transactions on Biomedical Circuits and Systems, Issue 12/4, 2018, Page(s) 927-939, ISSN 1932-4545
DOI: 10.1109/tbcas.2018.2834428

A Configurable Event-Driven Convolutional Node with Rate Saturation Mechanism for Modular ConvNet Systems Implementation

Author(s): Luis A. Camuñas-Mesa, Yaisel L. Domínguez-Cordero, Alejandro Linares-Barranco, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
Published in: Frontiers in Neuroscience, Issue 12, 2018, ISSN 1662-453X
DOI: 10.3389/fnins.2018.00063

On Multiple AER Handshaking Channels Over High-Speed Bit-Serial Bidirectional LVDS Links With Flow-Control and Clock-Correction on Commercial FPGAs for Scalable Neuromorphic Systems

Author(s): Amirreza Yousefzadeh, Miroslaw Jablonski, Taras Iakymchuk, Alejandro Linares-Barranco, Alfredo Rosado, Luis A. Plana, Steve Temple, Teresa Serrano-Gotarredona, Steve B. Furber, Bernabe Linares-Barranco
Published in: IEEE Transactions on Biomedical Circuits and Systems, Issue 11/5, 2017, Page(s) 1133-1147, ISSN 1932-4545
DOI: 10.1109/tbcas.2017.2717341

An Event-Driven Classifier for Spiking Neural Networks Fed with Synthetic or Dynamic Vision Sensor Data

Author(s): Evangelos Stromatias, Miguel Soto, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
Published in: Frontiers in Neuroscience, Issue 11, 2017, ISSN 1662-453X
DOI: 10.3389/fnins.2017.00350

Poker-DVS and MNIST-DVS. Their History, How They Were Made, and Other Details

Author(s): Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
Published in: Frontiers in Neuroscience, Issue 9, 2015, ISSN 1662-453X
DOI: 10.3389/fnins.2015.00481

A Motion-Based Feature for Event-Based Pattern Recognition

Author(s): Xavier Clady, Jean-Matthieu Maro, Sébastien Barré, Ryad B. Benosman
Published in: Frontiers in Neuroscience, Issue 10, 2017, ISSN 1662-453X
DOI: 10.3389/fnins.2016.00594

Scene Context Classification with Event-Driven Spiking Deep Neural Networks

Author(s): Pablo Negri, Miguel Soto, Bernabe Linares-Barranco, Teresa Serrano-Gotarredona
Published in: 2018 25th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2018, Page(s) 569-572
DOI: 10.1109/icecs.2018.8617982

Conditional-Computation-Based Recurrent Neural Networks for Computationally Efficient Acoustic Modelling

Author(s): Raffaele Tavarone, Leonardo Badino
Published in: Interspeech 2018, 2018, Page(s) 1274-1278
DOI: 10.21437/interspeech.2018-2195

Energy and Computation Efficient Audio-Visual Voice Activity Detection Driven by Event-Cameras

Author(s): A. Savran, R. Tavarone, B. Higy, L. Badino and C. Bartolozzi
Published in: 2018
DOI: 10.1109/fg.2018.00055

Design of Multimodal Interaction with Mobile Devices - Challenges for Visually Impaired and Elderly Users

Author(s): Michela Ferron, Nadia Mana, Ornella Mich, Christopher Reeves
Published in: Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2018, Page(s) 140-146
DOI: 10.5220/0006638901400146

Designing, Implementing and Evaluating Mid-Air Gestures and Speech-Based Interaction

Author(s): Michela Ferron, Nadia Mana, Ornella Mich, Leonardo Badino, Ryad Benosman
Published in: Proceedings of the 12th Biannual Conference on Italian SIGCHI Chapter - CHItaly '17, 2017, Page(s) 1-3
DOI: 10.1145/3125571.3125574

Phonetic Context Embeddings for DNN-HMM Phone Recognition

Author(s): Leonardo Badino
Published in: Interspeech 2016, 2016, Page(s) 405-409
DOI: 10.21437/interspeech.2016-1036

A Speaker Adaptive DNN Training Approach for Speaker-Independent Acoustic Inversion

Author(s): Leonardo Badino, Luca Franceschi, Raman Arora, Michele Donini, Massimiliano Pontil
Published in: Interspeech 2017, 2017, Page(s) 984-988
DOI: 10.21437/interspeech.2017-804

On Multiple AER Handshaking channels over High-Speed Bit-Serial Bi-Directional LVDS Links with Flow-Control and Clock-Correction on Commercial FPGAs for Scalable Neurmorphic Systems

Author(s): A. Yousefzadeh, M. Jablonski, T. Iakymchuk, A. Linares-Barranco, A. Rosado, L. A. Plana, S. Temple, T. Serrano-Gotarredona, S. Furber, and B. Linares-Barranco
Published in: IEEE Trans. on Biomedical Circuits and Systems, 2017