@conference {18546, title = {Moving Convolutional Neural Networks to Embedded Systems: The Alexnet and VGG-16 Case}, booktitle = {Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks}, year = {2018}, publisher = {IEEE Press}, organization = {IEEE Press}, address = {Piscataway, NJ, USA}, keywords = {approximate computing, convolutional neural networks, deep learning, embedded systems}, isbn = {978-1-5386-5298-5}, doi = {10.1109/IPSN.2018.00049}, url = {https://doi.org/10.1109/IPSN.2018.00049}, author = {Alippi, Cesare and Disabato, Simone and Roveri, Manuel} } @article {18531, title = {Model-Free Fault Detection and Isolation in Large-Scale Cyber-Physical Systems}, journal = {IEEE Transactions on Emerging Topics in Computational Intelligence}, volume = {1}, year = {2017}, month = {Feb}, pages = {61-71}, keywords = {Change detection algorithms, clustering methods, Computational modeling, cyber-physical systems, Fault detection, Hidden Markov models, monitoring, Sensor phenomena and characterization, Sensor systems}, doi = {10.1109/TETCI.2016.2641452}, author = {Alippi, Cesare and Ntalampiras, Stavros and Roveri, Manuel} } @article {18532, title = {Multiplex visibility graphs to investigate recurrent neural network dynamics}, journal = {Nature-Scientific reports}, volume = {7}, year = {2017}, month = {03/2017}, pages = {44037-44049}, chapter = {44037}, doi = {doi:10.1038/srep44037}, author = {Bianchi, Filippo Maria and Livi, Lorenzo and Alippi, Cesare and Jenssen, Robert} } @article {18543, title = {Model Complexity, Regularization, and Sparsity [Guest Editorial]}, year = {2016}, keywords = {Adaptation models, Computational complexity, machine learning, Sparse matrices, Special issues and sections}, doi = {10.1109/MCI.2016.2602071}, author = {Alippi, Cesare and Boracchi, Giacomo and Wohlberg, Brendt} }