| A General Framework for the Assessment of Detectors of Anomalies in Time Series A Enttsel, S Onofri, A Marchioni, M Mangia, G Setti, R Rovatti IEEE Transactions on Industrial Informatics, 2024 | | 2024 |
| Multi-class Similarity-based Approach for Remaining Useful Life Estimation S Onofri, A Marchioni, G Setti, M Mangia, R Rovatti 2024 IEEE International Instrumentation and Measurement Technology …, 2024 | | 2024 |
| A Multiply-And-Max/min Neuron Paradigm for Aggressively Prunable Deep Neural Networks L Prono, P Bich, C Boretti, M Mangia, F Pareschi, R Rovatti, G Setti Authorea Preprints, 2024 | 2 | 2024 |
| min Neuron Paradigm for Aggressively Prunable Deep Neural Networks L Prono, P Bich, M Mangia, F Pareschi, R Rovatti, G Setti Authorea Preprints, 2023 | | 2023 |
| NN-CSdecoder2019. pdf M Mangia, L Prono, F Pareschi, R Rovatti, G Setti Authorea Preprints, 2023 | | 2023 |
| Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization A Marchioni, A Enttsel, M Mangia, R Rovatti, G Setti IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023 | 2 | 2023 |
| Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain S Onofri, A Enttsel, L Manovi, A Marchioni, S Cognetta, F Corallo, ... 2023 IEEE 66th International Midwest Symposium on Circuits and Systems …, 2023 | | 2023 |
| Structured Pruning in Deep Neural Networks with Trainable Probability Masks F Martinini, A Enttsel, A Marchioni, M Mangia, R Rovatti, G Setti 2023 IEEE 66th International Midwest Symposium on Circuits and Systems …, 2023 | 1 | 2023 |
| Multiply-And-Max/min Neurons at the Edge: Pruned Autoencoder Implementation P Bich, L Prono, M Mangia, F Pareschi, R Rovatti, G Setti 2023 IEEE 66th International Midwest Symposium on Circuits and Systems …, 2023 | | 2023 |
| Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors A Enttsel, F Martinini, A Marchioni, M Mangia, R Rovatti, G Setti ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
| Adapted Compressed Sensing with Incremental Encoder and Deep Performance Predictor for Low-Power Sensor Node Design A Marchioni, F Martinini, L Manovi, S Cortesi, R Rovatti, G Setti, M Mangia 2023 IEEE International Instrumentation and Measurement Technology …, 2023 | 1 | 2023 |
| Event-based Classification with Recurrent Spiking Neural Networks on Low-end Micro-Controller Units C Boretti, L Prono, C Frenkel, G Indiveri, F Pareschi, M Mangia, R Rovatti, ... 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023 | 3 | 2023 |
| Streaming Algorithms for Subspace Analysis: Comparative Review and Implementation on IoT Devices A Marchioni, L Prono, M Mangia, F Pareschi, R Rovatti, G Setti IEEE Internet of Things Journal 10 (14), 12798-12810, 2023 | | 2023 |
| Decoding Algorithms and HW Strategies to Mitigate Uncertainties in a PCM-Based Analog Encoder for Compressed Sensing C Paolino, A Antolini, F Zavalloni, A Lico, E Franchi Scarselli, M Mangia, ... Journal of Low Power Electronics and Applications 13 (1), 17, 2023 | | 2023 |
| Combined HW/SW drift and variability mitigation for PCM-based analog in-memory computing for neural network applications A Antolini, C Paolino, F Zavalloni, A Lico, EF Scarselli, M Mangia, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 13 (1 …, 2023 | 13 | 2023 |
| SSIGPRO/ucrsnn: Micro controller functions library for Recurrent Spiking Neural Networks (RSNN) implementation. C Boretti, L Prono, C Frenkel, G Indiveri, F Pareschi, M Mangia, R Rovatti, ... Github, 2023 | | 2023 |
| Streaming Algorithms for Subspace Analysis: an Edge-and Hardware-oriented review A Marchioni, L Prono, M Mangia, F Pareschi, R Rovatti, G Setti IEEE INTERNET OF THINGS JOURNAL 10 (14), 12798-12810, 2023 | 1 | 2023 |
| Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle F Martinini, A Enttsel, A Marchioni, M Mangia, R Rovatti, G Setti 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 660-664, 2022 | | 2022 |
| Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing P Bich, L Prono, M Mangia, F Pareschi, R Rovatti, G Setti 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 163-167, 2022 | 3 | 2022 |
| Training Binary Layers by Self-Shrinking of Sigmoid Slope: Application to Fast MRI Acquisition F Martinini, A Enttsel, A Marchioni, M Mangia, F Pareschi, R Rovatti, ... 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 665-669, 2022 | | 2022 |
Riccardo RovattiProfessor of Electronics, University of BolognaVerified email at unibo.it