Christian Gianoglio

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 31

Top Topics

Image Classification

Single Hidden Layer

Top Venues

Publications

Christian Gianoglio, Ammar Mohanna, Ali Rizik, Laurence Moroney, Maurizio Valle
On Edge Human Action Recognition Using Radar-Based Sensing and Deep Learning. IEEE Trans. Ind. Informatics 20 (3) (2024)
Christian Gianoglio, Ali Rizik, Emanuele Tavanti, Daniele D. Caviglia, Andrea Randazzo
On the Edge Recurrent Neural Network Approach for Ground Moving FMCW Radar Target Classification. IEEE Trans. Consumer Electron. 70 (1) (2024)
Youssef Amin, Christian Gianoglio, Maurizio Valle
Embedded real-time objects' hardness classification for robotic grippers. Future Gener. Comput. Syst. 148 (2023)
Christian Gianoglio, Matteo Colli, Sara Zani, Daniele D. Caviglia
An Online Training Procedure for Rain Detection Models Applied to Satellite Microwave Links. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
An approximate randomization-based neural network with dedicated digital architecture for energy-constrained devices. Neural Comput. Appl. 35 (9) (2023)
Mohamad Yaacoub, Yahya Abbass, Christian Gianoglio, Lucia Seminara, Maurizio Valle
Pilot Study: Response of a Piezoelectric Polymer based Sensing system to Indentation. SENSORS (2023)
Chiara Micheli, Yahya Abbass, Christian Gianoglio, Lucia Seminara
A pilot study: electronic skin sensitive to the grasping speed. PRIME (2023)
Christian Gianoglio, Ayham Alyosef, Matteo Colli, Sara Zani, Daniele D. Caviglia
Rain Discrimination with Machine Learning Classifiers for Opportunistic Rain Detection System Using Satellite Micro-Wave Links. Sensors 23 (3) (2023)
Edoardo Ragusa, Tommaso Apicella, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
Design and Deployment of an Image Polarity Detector with Visual Attention. Cogn. Comput. 14 (1) (2022)
Youssef Amin, Christian Gianoglio, Maurizio Valle
Towards a Trade-off Between Accuracy and Computational Cost for Embedded Systems: A Tactile Sensing System for Object Classification. SYSINT (2022)
Ammar Mohanna, Christian Gianoglio, Ali Rizik, Maurizio Valle
A Convolutional Neural Network-Based Method for Discriminating Shadowed Targets in Frequency-Modulated Continuous-Wave Radar Systems. Sensors 22 (3) (2022)
Haydar Al Haj Ali, Christian Gianoglio, Ali Ibrahim, Maurizio Valle
Resource-Constrained Implementation of Deep Learning Algorithms for Dynamic Touch Modality Classification. SYSINT (2022)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Maurizio Valle, Paolo Gastaldo
A Pipelined Implementation of the $n$-mode Tensor-Matrix Multiplication. ICECS 2022 (2022)
Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino, Paolo Gastaldo
Efficient Digital Implementation of n-mode Tensor-Matrix Multiplication. AICAS (2021)
Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino, Maurizio Valle
1-D Convolutional Neural Networks for Touch Modalities Classification. ICECS (2021)
Youssef Amin, Christian Gianoglio, Maurizio Valle
Computationally Light Algorithms for Tactile Sensing Signals Elaboration and Classification. ICECS (2021)
Alessio Canepa, Edoardo Ragusa, Christian Gianoglio, Paolo Gastaldo, Rodolfo Zunino
A pose-based hand image classification method retrainable on embedded target devices. ICECS (2021)
Youssef Amin, Christian Gianoglio, Maurizio Valle
A Novel Tactile Sensing System for Robotic Tactile Perception of Object Properties. AISEM (2021)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
Random-based networks with dropout for embedded systems. Neural Comput. Appl. 33 (12) (2021)
Edoardo Ragusa, Christian Gianoglio, Strahinja Dosen, Paolo Gastaldo
Hardware-Aware Affordance Detection for Application in Portable Embedded Systems. IEEE Access 9 (2021)
Edoardo Ragusa, Tommaso Apicella, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
An hardware-aware image polarity detector enhanced with visual attention. IJCNN (2020)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
Image Polarity Detection on Resource-Constrained Devices. IEEE Intell. Syst. 35 (6) (2020)
Edoardo Ragusa, Christian Gianoglio, Filippo Dalmonte, Paolo Gastaldo
Video Grasping Classification Enhanced with Automatic Annotations. ApplePies (2020)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
Improving the Robustness of Threshold-Based Single Hidden Layer Neural Networks via Regularization. AICAS (2020)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
A Design Strategy for the Efficient Implementation of Random Basis Neural Networks on Resource-Constrained Devices. Neural Process. Lett. 51 (2) (2020)
Christian Gianoglio, Andrea Bruzzone, Edoardo Ragusa, Paolo Gastaldo
Unsupervised Monitoring System for Predictive Maintenance of High Voltage Apparatus. ApplePies (2019)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
A Computationally Light Pruning Strategy for Single Layer Neural Networks based on Threshold Function. ICECS (2019)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
Data-Driven Video Grasping Classification for Low-Power Embedded System. ICECS (2019)
Edoardo Ragusa, Christian Gianoglio, Paolo Gastaldo, Rodolfo Zunino
A Digital Implementation of Extreme Learning Machines for Resource-Constrained Devices. IEEE Trans. Circuits Syst. II Express Briefs (8) (2018)
Paolo Gastaldo, Federica Bisio, Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino
Learning with similarity functions: A novel design for the extreme learning machine. Neurocomputing 261 (2017)
Claudia Meda, Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Augusto Ottaviano, Eugenio Scillia, Roberto Surlinelli
Spam detection of Twitter traffic: A framework based on random forests and non-uniform feature sampling. ASONAM (2016)
Alberto Oliveri, Christian Gianoglio, Edoardo Ragusa, Marco Storace
Low-complexity digital architecture for solving the point location problem in explicit Model Predictive Control. J. Frankl. Inst. 352 (6) (2015)