Maurizio Martina
Orcid: 0000-0002-3069-0319
According to our database1,
Maurizio Martina
authored at least 167 papers
between 2001 and 2024.
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Bibliography
2024
MARLIN: A Co-Design Methodology for Approximate ReconfigurabLe Inference of Neural Networks at the Edge.
IEEE Trans. Circuits Syst. I Regul. Pap., May, 2024
CoRR, 2024
TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems.
CoRR, 2024
A Case Study on Formal Equivalence Verification Between a C/C++ Model and Its RTL Design.
Proceedings of the Formal Methods - 26th International Symposium, 2024
VirtLAB-UI: An Open, Platform Independent, Software and Firmware Solution for Remote and Take-Home Labs.
Proceedings of the IEEE Global Engineering Education Conference, 2024
Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024
Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024
Seeing Beyond the Order: a LEN5 to Sharpen Edge Microprocessors with Dynamic Scheduling.
Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024
2023
SeVuc: A study on the Security Vulnerabilities of Capsule Networks against adversarial attacks.
Microprocess. Microsystems, February, 2023
IEEE Trans. Circuits Syst. II Express Briefs, 2023
Inf., 2023
Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2023
ERODE: Error Resilient Object DetEction by Recovering Bounding Box and Class Information.
Proceedings of the 18th Conference on Ph.D Research in Microelectronics and Electronics, 2023
Hardware architecture for CRYSTALS-Kyber post-quantum cryptographic SHA-3 primitives.
Proceedings of the 18th Conference on Ph.D Research in Microelectronics and Electronics, 2023
RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks.
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023
A Low Cost Open Platform for Development and Performance Evaluation of IoT and IIoT Systems.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2023
2022
Hand Gestures Recognition for Human-Machine Interfaces: A Low-Power Bio-Inspired Armband.
IEEE Trans. Biomed. Circuits Syst., December, 2022
IEEE Trans. Biomed. Circuits Syst., 2022
Leibniz Trans. Embed. Syst., 2022
AccelAT: A Framework for Accelerating the Adversarial Training of Deep Neural Networks Through Accuracy Gradient.
IEEE Access, 2022
RoHNAS: A Neural Architecture Search Framework With Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule Networks.
IEEE Access, 2022
Enabling Capsule Networks at the Edge through Approximate Softmax and Squash Operations.
Proceedings of the ISLPED '22: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston, MA, USA, August 1, 2022
LaneSNNs: Spiking Neural Networks for Lane Detection on the Loihi Neuromorphic Processor.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022
fakeWeather: Adversarial Attacks for Deep Neural Networks Emulating Weather Conditions on the Camera Lens of Autonomous Systems.
Proceedings of the International Joint Conference on Neural Networks, 2022
CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2022
NLCMAP: A Framework for the Efficient Mapping of Non-Linear Convolutional Neural Networks on FPGA Accelerators.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022
Mind the Scaling Factors: Resilience Analysis of Quantized Adversarially Robust CNNs.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2022
2021
ACM Trans. Embed. Comput. Syst., 2021
Smart Portable Pen for Continuous Monitoring of Anaesthetics in Human Serum With Machine Learning.
IEEE Trans. Biomed. Circuits Syst., 2021
J. Real Time Image Process., 2021
A Multi-Precision Bit-Serial Hardware Accelerator IP for Deep Learning Enabled Internet-of-Things.
Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021
Analysis of in Vivo Plant Stem Impedance Variations in Relation with External Conditions Daily Cycle.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
R-SNN: An Analysis and Design Methodology for Robustifying Spiking Neural Networks against Adversarial Attacks through Noise Filters for Dynamic Vision Sensors.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021
CarSNN: An Efficient Spiking Neural Network for Event-Based Autonomous Cars on the Loihi Neuromorphic Research Processor.
Proceedings of the International Joint Conference on Neural Networks, 2021
DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021
High-Level Synthesis of a Single/Multi-Band Optical and SAR Image Compression and Encryption Hardware Accelerator.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Very Low Latency Architecture for Earth Observation Satellite Onboard Data Handling, Compression, and Encryption.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021
Live Demonstration: Event-Driven Hand Gesture Recognition for Wearable Human-Machine Interface.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2021
2020
IEEE Trans. Circuits Syst. Video Technol., 2020
Steerable-Discrete-Cosine-Transform (SDCT): Hardware Implementation and Performance Analysis.
Sensors, 2020
Assessing the Feasibility of Augmenting Fall Detection Systems by Relying on UWB-Based Position Tracking and a Home Robot.
Sensors, 2020
Guest editorial: Special issue on intelligent embedded systems architectures and applications (INTESA).
Microprocess. Microsystems, 2020
An Updated Survey of Efficient Hardware Architectures for Accelerating Deep Convolutional Neural Networks.
Future Internet, 2020
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead.
IEEE Access, 2020
Proceedings of the Fourth Italian Conference on Cyber Security, 2020
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
NeuroAttack: Undermining Spiking Neural Networks Security through Externally Triggered Bit-Flips.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
An Efficient Spiking Neural Network for Recognizing Gestures with a DVS Camera on the Loihi Neuromorphic Processor.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Is Spiking Secure? A Comparative Study on the Security Vulnerabilities of Spiking and Deep Neural Networks.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
FasTrCaps: An Integrated Framework for Fast yet Accurate Training of Capsule Networks.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
NASCaps: A Framework for Neural Architecture Search to Optimize the Accuracy and Hardware Efficiency of Convolutional Capsule Networks.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020
A Fast Design Space Exploration Framework for the Deep Learning Accelerators: Work-in-Progress.
Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2020
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2020
2019
J. Low Power Electron., 2019
Edge Computing: A Survey On the Hardware Requirements in the Internet of Things World.
Future Internet, 2019
X-TrainCaps: Accelerated Training of Capsule Nets through Lightweight Software Optimizations.
CoRR, 2019
SNN under Attack: are Spiking Deep Belief Networks vulnerable to Adversarial Examples?
CoRR, 2019
CoRR, 2019
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
A Low-Power Embedded System for Real-Time sEMG based Event-Driven Gesture Recognition.
Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019
Impulse-Based Asynchronous Serial Communication Protocol on Optical Fiber Link for AER Systems.
Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019
A Novel Framework for Designing Directional Linear Transforms with Application to Video Compression.
Proceedings of the IEEE International Conference on Acoustics, 2019
Live Demonstration: Low Power Embedded System for Event-Driven Hand Gesture Recognition.
Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2019
3D-HEVC Neighboring Block Based Disparity Vector (NBDV) Derivation Architecture: Complexity and Implementation Analysis.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2019
2018
IEEE Trans. Biomed. Circuits Syst., 2018
A Methodology for Automatic Selection of Activation Functions to Design Hybrid Deep Neural Networks.
CoRR, 2018
Proceedings of the 2018 New Generation of CAS, 2018
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
An Optimized Partial-Distortion-Elimination Based Sum-of-Absolute-Differences Architecture for High-Efficiency-Video-Coding.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2018
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2018
2017
IEEE Trans. Circuits Syst. Video Technol., 2017
Signal Process. Image Commun., 2017
Proceedings of the 2017 IEEE International Workshop on Signal Processing Systems, 2017
Proceedings of the New Generation of CAS, 2017
Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017
2016
IEEE Des. Test, 2016
Proceedings of the International Conference on Systems, Signals and Image Processing, 2016
High Level Synthesis based FPGA Implementation of H.264/AVC Sub-Pixel Luma Interpolation Filters.
Proceedings of the 2016 European Modelling Symposium, 2016
2015
Parallel H.264/AVC Fast Rate-Distortion Optimized Motion Estimation by Using a Graphics Processing Unit and Dedicated Hardware.
IEEE Trans. Circuits Syst. Video Technol., 2015
Result-Biased Distributed-Arithmetic-Based Filter Architectures for Approximately Computing the DWT.
IEEE Trans. Circuits Syst. I Regul. Pap., 2015
Exploiting generalized de-Bruijn/Kautz topologies for flexible iterative channel code decoder architectures.
Integr., 2015
IEEE Commun. Lett., 2015
Using Information Centric Networking for Mobile Devices Cooperation at the Network Edge.
Proceedings of the IEEE 81st Vehicular Technology Conference, 2015
Complexity and implementation analysis of synthesized view distortion estimation architecture in 3D High Efficiency Video Coding.
Proceedings of the 2015 International Conference on 3D Imaging, 2015
An all-digital spike-based ultra-low-power IR-UWB dynamic average threshold crossing scheme for muscle force wireless transmission.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015
Optimizing the transform complexity-quality tradeoff for hardware-accelerated HEVC video coding.
Proceedings of the 2015 Conference on Design and Architectures for Signal and Image Processing, 2015
2014
VLSI Implementation of a Non-Binary Decoder Based on the Analog Digital Belief Propagation.
IEEE Trans. Signal Process., 2014
Simplified Log-MAP Algorithm for Very Low-Complexity Turbo Decoder Hardware Architectures.
IEEE Trans. Instrum. Meas., 2014
A Parallel Radix-Sort-Based VLSI Architecture for Finding the First W Maximum/Minimum Values.
IEEE Trans. Circuits Syst. II Express Briefs, 2014
IEEE Signal Process. Lett., 2014
A Joint Source/Channel Approach to Strengthen Embedded Programmable Devices against Flash Memory Errors.
IEEE Embed. Syst. Lett., 2014
Rediscovering Logarithmic Diameter Topologies for Low Latency Network-on-Chip-Based Applications.
Proceedings of the 22nd Euromicro International Conference on Parallel, 2014
Implementation of a Spread-Spectrum-Based Smart Lighting System on an Embedded Platform.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2014
2013
J. Signal Process. Syst., 2013
IEEE Trans. Circuits Syst. I Regul. Pap., 2013
VLSI Architecture for Low-Complexity Motion Estimation in H.264 Multiview Video Coding.
Proceedings of the 2013 Euromicro Conference on Digital System Design, 2013
Proceedings of the 2013 Conference on Design and Architectures for Signal and Image Processing, 2013
2012
VLSI Circuits, Systems, and Architectures for Advanced Image and Video Compression Standards.
VLSI Design, 2012
IEEE Trans. Very Large Scale Integr. Syst., 2012
On Practical Implementation and Generalizations of max<sup>*</sup> Operator for Turbo and LDPC Decoders.
IEEE Trans. Instrum. Meas., 2012
An application specific instruction set processor based implementation for signal detection in multiple antenna systems.
Microprocess. Microsystems, 2012
Non-recursive max<sup>*</sup> operator with reduced implementation complexity for turbo decoding.
IET Commun., 2012
Reducing the memory for iteration-exchanged information and border future metrics in the HomePlug AV turbo decoder implementation.
Proceedings of the 7th International Symposium on Turbo Codes and Iterative Information Processing, 2012
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012
2011
IEEE Trans. Circuits Syst. I Regul. Pap., 2011
Microprocess. Microsystems, 2011
Circuits Syst. Signal Process., 2011
2010
Turbo NOC: A Framework for the Design of Network-on-Chip-Based Turbo Decoder Architectures.
IEEE Trans. Circuits Syst. I Regul. Pap., 2010
Motion estimation and CABAC VLSI co-processors for real-time high-quality H.264/AVC video coding.
Microprocess. Microsystems, 2010
IET Circuits Devices Syst., 2010
2009
Efficient Implementation Techniques for Maximum Likelihood-Based Error Correction for JPEG2000.
IEEE Trans. Circuits Syst. Video Technol., 2009
FPGA implementation of time-frequency analysis algorithms for laser welding monitoring.
Microprocess. Microsystems, 2009
J. Circuits Syst. Comput., 2009
IEEE Commun. Lett., 2009
2008
IEEE Trans. Circuits Syst. II Express Briefs, 2008
Corrections to "Multiplierless, Folded 9/7-5/3 Wavelet VLSI Architecture" [Sep 07 770-774].
IEEE Trans. Circuits Syst. II Express Briefs, 2008
Hardware design of a low complexity, parallel interleaver for WiMax duo-binary turbo decoding.
IEEE Commun. Lett., 2008
Proceedings of the International Conference on Image Processing, 2008
2007
IEEE Trans. Circuits Syst. II Express Briefs, 2007
Proceedings of the 17th ACM Great Lakes Symposium on VLSI 2007, 2007
Proceedings of the 17th ACM Great Lakes Symposium on VLSI 2007, 2007
2006
IEEE Trans. Circuits Syst. II Express Briefs, 2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
Proceedings of the 2nd International Conference on Mobile Multimedia Communications, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
Proceedings of the Conference on Design, Automation and Test in Europe: Designers' Forum, 2006
2005
Proceedings of the 2005 International Conference on Image Processing, 2005
2004
A statistical model for estimating the effect of process variations on crosstalk noise.
Proceedings of the Sixth International Workshop on System-Level Interconnect Prediction (SLIP 2004), 2004
2003
J. VLSI Signal Process., 2003
Dynamic power scheduling system for JPEG2000 delivery over wireless networks.
Proceedings of the Visual Communications and Image Processing 2003, 2003
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the Field Programmable Logic and Application, 13th International Conference, 2003
Proceedings of the Field Programmable Logic and Application, 13th International Conference, 2003
Wireless sensor networks: a power-scalable motion estimation IP for hybrid video coding.
Proceedings of the ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2003
Proceedings of the 2003 Asia and South Pacific Design Automation Conference, 2003
2002
IEEE Trans. Image Process., 2002
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002
Proceedings of the 2002 9th IEEE International Conference on Electronics, 2002
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the Field-Programmable Logic and Applications, 2002
2001
Proceedings of the 2001 8th IEEE International Conference on Electronics, 2001
Proceedings of the 2001 8th IEEE International Conference on Electronics, 2001