Christian Gianoglio

Orcid: 0000-0002-5558-3923

Affiliations:
  • University of Genoa, Italy


According to our database1, Christian Gianoglio authored at least 32 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
On Edge Human Action Recognition Using Radar-Based Sensing and Deep Learning.
IEEE Trans. Ind. Informatics, March, 2024

2023
Embedded real-time objects' hardness classification for robotic grippers.
Future Gener. Comput. Syst., November, 2023

An approximate randomization-based neural network with dedicated digital architecture for energy-constrained devices.
Neural Comput. Appl., March, 2023

Rain Discrimination with Machine Learning Classifiers for Opportunistic Rain Detection System Using Satellite Micro-Wave Links.
Sensors, February, 2023

An Online Training Procedure for Rain Detection Models Applied to Satellite Microwave Links.
IEEE Geosci. Remote. Sens. Lett., 2023

A pilot study: electronic skin sensitive to the grasping speed.
Proceedings of the 18th Conference on Ph.D Research in Microelectronics and Electronics, 2023

Pilot Study: Response of a Piezoelectric Polymer based Sensing system to Indentation.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

Opportunistic Rainfall Sensing: State of the Art and Perspectives in Italy.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
A Convolutional Neural Network-Based Method for Discriminating Shadowed Targets in Frequency-Modulated Continuous-Wave Radar Systems.
Sensors, 2022

Design and Deployment of an Image Polarity Detector with Visual Attention.
Cogn. Comput., 2022

Towards a Trade-off Between Accuracy and Computational Cost for Embedded Systems: A Tactile Sensing System for Object Classification.
Proceedings of the Advances in System-Integrated Intelligence, 2022

Resource-Constrained Implementation of Deep Learning Algorithms for Dynamic Touch Modality Classification.
Proceedings of the Advances in System-Integrated Intelligence, 2022

A Pipelined Implementation of the $n$-mode Tensor-Matrix Multiplication.
Proceedings of the 29th IEEE International Conference on Electronics, Circuits and Systems, 2022

2021
Random-based networks with dropout for embedded systems.
Neural Comput. Appl., 2021

Hardware-Aware Affordance Detection for Application in Portable Embedded Systems.
IEEE Access, 2021

1-D Convolutional Neural Networks for Touch Modalities Classification.
Proceedings of the 28th IEEE International Conference on Electronics, 2021

A pose-based hand image classification method retrainable on embedded target devices.
Proceedings of the 28th IEEE International Conference on Electronics, 2021

Computationally Light Algorithms for Tactile Sensing Signals Elaboration and Classification.
Proceedings of the 28th IEEE International Conference on Electronics, 2021

A Novel Tactile Sensing System for Robotic Tactile Perception of Object Properties.
Proceedings of the Sensors and Microsystems - Proceedings of AISEM 2021, 2021

Efficient Digital Implementation of n-mode Tensor-Matrix Multiplication.
Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

2020
A Design Strategy for the Efficient Implementation of Random Basis Neural Networks on Resource-Constrained Devices.
Neural Process. Lett., 2020

Image Polarity Detection on Resource-Constrained Devices.
IEEE Intell. Syst., 2020

An hardware-aware image polarity detector enhanced with visual attention.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Video Grasping Classification Enhanced with Automatic Annotations.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2020

Improving the Robustness of Threshold-Based Single Hidden Layer Neural Networks via Regularization.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019
Data-Driven Video Grasping Classification for Low-Power Embedded System.
Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019

A Computationally Light Pruning Strategy for Single Layer Neural Networks based on Threshold Function.
Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019

Unsupervised Monitoring System for Predictive Maintenance of High Voltage Apparatus.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2019

2018
A Digital Implementation of Extreme Learning Machines for Resource-Constrained Devices.
IEEE Trans. Circuits Syst. II Express Briefs, 2018

2017
Learning with similarity functions: A novel design for the extreme learning machine.
Neurocomputing, 2017

2016
Spam detection of Twitter traffic: A framework based on random forests and non-uniform feature sampling.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
Low-complexity digital architecture for solving the point location problem in explicit Model Predictive Control.
J. Frankl. Inst., 2015


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