Mauro Mangia
Università degli Studi di Bologna
H-index: 19
Europe-Italy
Top articles of Mauro Mangia
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Streaming Algorithms for Subspace Analysis: an Edge-and Hardware-oriented review | Alex Marchioni Luciano Prono Mauro Mangia Fabio Pareschi Riccardo Rovatti | 2023 | |
Streaming Algorithms for Subspace Analysis: Comparative Review and Implementation on IoT Devices | Alex Marchioni Luciano Prono Mauro Mangia Fabio Pareschi Riccardo Rovatti | 2023/3/14 | |
On the Universal Approximation Properties of Deep Neural Networks using MAM Neurons | Philippe Bich Andriy Enttsel Luciano Prono Alex Marchioni Fabio Pareschi | 2023/12/12 | |
Structured Pruning in Deep Neural Networks with Trainable Probability Masks | F Martinini A Enttsel A Marchioni M Mangia R Rovatti | 2023/8/6 | |
Multiply-And-Max/min Neurons at the Edge: Pruned Autoencoder Implementation | Philippe Bich Luciano Prono Mauro Mangia Fabio Pareschi Riccardo Rovatti | 2023/8/6 | |
min Neuron Paradigm for Aggressively Prunable Deep Neural Networks | Authorea Preprints | Luciano Prono Philippe Bich Mauro Mangia Fabio Pareschi Riccardo Rovatti | 2023/10/30 |
Decoding Algorithms and HW Strategies to Mitigate Uncertainties in a PCM-Based Analog Encoder for Compressed Sensing | Journal of Low Power Electronics and Applications | Carmine Paolino Alessio Antolini Francesco Zavalloni Andrea Lico Eleonora Franchi Scarselli | 2023/2/13 |
Combined hw/sw drift and variability mitigation for pcm-based analog in-memory computing for neural network applications | IEEE Journal on Emerging and Selected Topics in Circuits and Systems | Alessio Antolini Carmine Paolino Francesco Zavalloni Andrea Lico Eleonora Franchi Scarselli | 2023/2/2 |
NN-CSdecoder2019. pdf | Authorea Preprints | Mauro Mangia Luciano Prono Fabio Pareschi Riccardo Rovatti Gianluca Setti | 2023/9/11 |
Second-Order Statistic Deviation to Model Anomalies in the Design of Unsupervised Detectors | Andriy Enttsel Filippo Martinini Alex Marchioni Mauro Mangia Riccardo Rovatti | 2023/6/4 | |
SSIGPRO/ucrsnn: Micro controller functions library for Recurrent Spiking Neural Networks (RSNN) implementation. | Chiara Boretti Luciano Prono Charlotte Frenkel Giacomo Indiveri Fabio Pareschi | 2023/1/23 | |
Anomaly Detection Based on Compressed Data: An Information Theoretic Characterization | IEEE Transactions on Systems, Man, and Cybernetics: Systems | Alex Marchioni Andriy Enttsel Mauro Mangia Riccardo Rovatti Gianluca Setti | 2023/8/28 |
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 | 2023/5/22 | |
A Multiply-And-Max/min Neuron Paradigm for Aggressively Prunable Deep Neural Networks | Luciano Prono Philippe Bich Chiara Boretti Mauro Mangia Fabio Pareschi | 2023 | |
Event-based Classification with Recurrent Spiking Neural Networks on Low-end Micro-Controller Units | Chiara Boretti Luciano Prono Charlotte Frenkel Giacomo Indiveri Fabio Pareschi | 2023/5/21 | |
Autoencoder-Based Features Extraction for the Health Monitoring in the Space domain | Silvia Onofri Andriy Enttsel Livia Manovi Alex Marchioni Salvatore Cognetta | 2023/8/6 | |
A non-conventional sum-and-max based neural network layer for low power classification | Luciano Prono Mauro Mangia Fabio Pareschizy Riccardo Rovatti Gianluca Settizy | 2022/5/27 | |
Binary Compressed Sensing of ECG by Neural Matrix Optimization and Support Oracle | Filippo Martinini Andriy Enttsel Alex Marchioni Mauro Mangia Riccardo Rovatti | 2022/10/13 | |
A deep learning method for optimal undersampling patterns and image recovery for mri exploiting losses and projections | IEEE Journal of Selected Topics in Signal Processing | Filippo Martinini Mauro Mangia Alex Marchioni Riccardo Rovatti Gianluca Setti | 2022/4/28 |
Aggressively prunable MAM²-based Deep Neural Oracle for ECG acquisition by Compressed Sensing | Philippe Bich Luciano Prono Mauro Mangia Fabio Pareschi Riccardo Rovatti | 2022/10/13 |
Co-Authors
