Davide Patti

Orcid: 0000-0003-0874-7793

According to our database1, Davide Patti authored at least 63 papers between 2003 and 2023.

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

Timeline

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Bibliography

2023
Multiobjective End-to-End Design Space Exploration of Parameterized DNN Accelerators.
IEEE Internet Things J., January, 2023

A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms.
CoRR, 2023

m-BMC: Exploration of Magnetic Field Measurements for Indoor Positioning Using mini-Batch Magnetometer Calibration.
Proceedings of the IEEE International Conference on Mobility, 2023

Switching control to enhance performance in smart protections.
Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Memory-Aware DNN Algorithm-Hardware Mapping via Integer Linear Programming.
Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

2022
DNN Model Compression for IoT Domain-Specific Hardware Accelerators.
IEEE Internet Things J., 2022

Analyzing the Impact of DNN Hardware Accelerators-Oriented Compression Techniques on General-Purpose Low-End Boards.
Proceedings of the Mobile Web and Intelligent Information Systems, 2022

Exploiting the Approximate Computing Paradigm with DNN Hardware Accelerators.
Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022

Combined Application of Approximate Computing Techniques in DNN Hardware Accelerators.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

MEDEA: A Multi-objective Evolutionary Approach to DNN Hardware Mapping.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021
LAMBDA: An Open Framework for Deep Neural Network Accelerators Simulation.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

2020
Exploiting Data Resilience in Wireless Network-on-chip Architectures.
ACM J. Emerg. Technol. Comput. Syst., 2020

Impact of Users' Beliefs in Text-Based Linguistic Interaction.
IEEE Access, 2020

Improving Inference Latency and Energy of DNNs through Wireless Enabled Multi-Chip-Module-based Architectures and Model Parameters Compression.
Proceedings of the 14th IEEE/ACM International Symposium on Networks-on-Chip, 2020

Improving Inference Latency and Energy of Network-on-Chip based Convolutional Neural Networks through Weights Compression.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

DNNZip: Selective Layers Compression Technique in Deep Neural Network Accelerators.
Proceedings of the 23rd Euromicro Conference on Digital System Design, 2020

Cloud-Based Energy Efficient Scheme for Sigfox Monarch as Asset Tracking Service.
Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

Implementing On-Chip Wireless Communication in Multi-stage Interconnection NoCs.
Proceedings of the Advanced Information Networking and Applications, 2020

2019
GOOSE: goal oriented orchestration for smart environments.
Int. J. Ad Hoc Ubiquitous Comput., 2019

Analyzing networks-on-chip based deep neural networks.
Proceedings of the 13th IEEE/ACM International Symposium on Networks-on-Chip, 2019

Networks-on-Chip based Deep Neural Networks Accelerators for IoT Edge Devices.
Proceedings of the Sixth International Conference on Internet of Things: Systems, 2019

2018
Improving Energy Efficiency in Wireless Network-on-Chip Architectures.
ACM J. Emerg. Technol. Comput. Syst., 2018

Packetization of Shared-Memory Traces for Message Passing Oriented NoC Simulation.
Proceedings of the High Performance Computing - 33rd International Conference, 2018

smARTworks: A Multi-sided Context-aware Platform for the Smart Museum.
Proceedings of the 8th International Joint Conference on Pervasive and Embedded Computing and Communication Systems, 2018

Improving energy consumption of NoC based architectures through approximate communication.
Proceedings of the 7th Mediterranean Conference on Embedded Computing, 2018

Approximate Wireless Networks-on-Chip.
Proceedings of the Conference on Design of Circuits and Integrated Systems, 2018

2017
User-Generated Services Composition in Smart Multi-User Environments.
J. Sens. Actuator Networks, 2017

Towards a nanofabricated vacuum cold-emitting triode.
Proceedings of the 14th International Conference on Synthesis, 2017

2016
Cycle-Accurate Network on Chip Simulation with Noxim.
ACM Trans. Model. Comput. Simul., 2016

2-V turn-on voltage field-emitting vacuum nanoelectronic device.
Proceedings of the 2016 IEEE International Conference on Electronics, Circuits and Systems, 2016

Energy efficient transceiver in wireless Network on Chip architectures.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

Improving the energy efficiency of wireless Network on Chip architectures through online selective buffers and receivers shutdown.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

2015
Parameter Space Representation of Pareto Front to Explore Hardware-Software Dependencies.
ACM Trans. Embed. Comput. Syst., 2015

Coupling Routing Algorithm and Data Encoding for Low Power Networks on Chip.
J. Comput. Sci., 2015

User-Generated services: Policy Management and access control in a cross-domain environment.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

Noxim: An open, extensible and cycle-accurate network on chip simulator.
Proceedings of the 26th IEEE International Conference on Application-specific Systems, 2015

2014
Distributed topology discovery in self-assembled nano network-on-chip.
Comput. Electr. Eng., 2014

A Low-resource and Scalable Strategy for Segment Partitioning of Many-core Nano Networks.
Proceedings of the 2nd International Workshop on Many-core Embedded Systems, 2014

Introducing Consciousnet : Internet Content as an Environment for Human-Machine Interaction.
Proceedings of the Human-Computer Interaction. Advanced Interaction Modalities and Techniques, 2014

Merging Compilation and Microarchitectural Configuration Spaces for Performance/Power Optimization in VLIW-Based Systems.
Proceedings of the Modern Trends and Techniques in Computer Science, 2014

Topology Discovery in Deadlock Free Self-assembled DNA Networks.
Proceedings of the Modern Trends and Techniques in Computer Science, 2014

2013
A first effort for a distributed segment-based approach on self-assembled nano networks.
Proceedings of the Network on Chip Architectures, 2013

Estimation of in-cylinder pressure using spark plug discharge current measurements.
Proceedings of the 21st European Conference on Circuit Theory and Design, 2013

2012
Supporting Undergraduate Computer Architecture Students Using a Visual MIPS64 CPU Simulator.
IEEE Trans. Educ., 2012

Cross-Platform Access Control for Mobile Web Applications.
Proceedings of the 2012 IEEE International Symposium on Policies for Distributed Systems and Networks, 2012

A Novel Approach to Web of Things: M2M and Enhanced Javascript Technologies.
Proceedings of the 2012 IEEE International Conference on Green Computing and Communications, 2012

2011
Performance evaluation of efficient multi-objective evolutionary algorithms for design space exploration of embedded computer systems.
Appl. Soft Comput., 2011

2009
An Effective Methodology to Multi-objective Design of Application Domain-specific Embedded Architectures.
Proceedings of the 12th Euromicro Conference on Digital System Design, 2009

2008
Implementation and Analysis of a New Selection Strategy for Adaptive Routing in Networks-on-Chip.
IEEE Trans. Computers, 2008

Reducing complexity of multiobjective design space exploration in VLIW-based embedded systems.
ACM Trans. Archit. Code Optim., 2008

High Performance Computing for Embedded System Design: A Case Study.
Proceedings of the 11th Euromicro Conference on Digital System Design: Architectures, 2008

2007
Efficient design space exploration for application specific systems-on-a-chip.
J. Syst. Archit., 2007

Analysis and Tools for the Design of VLIW Embedded Systems in a Multi-Objective Scenario.
J. Circuits Syst. Comput., 2007

2006
An Hybrid Soft Computing Approach for Automated Computer Design.
Proceedings of the STAIRS 2006, 2006

An Efficent Hierachical Fuzzy Approach for System Level System-on-a-Chip Design.
Proceedings of 2006 International Conference on Embedded Computer Systems: Architectures, 2006

Neighbors-on-Path: A New Selection Strategy for On-Chip Networks.
Proceedings of the 2006 4th Workshop on Embedded Systems for Real-Time Multimedia, 2006

Fuzzy decision making in embedded system design.
Proceedings of the 4th International Conference on Hardware/Software Codesign and System Synthesis, 2006

A Multiobjective Genetic Fuzzy Approach for Intelligent System-level Exploration in Parameterized VLIW Processor Design.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Hyperblock formation: a power/energy perspective for high performance VLIW architectures.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

A system-level framework for evaluating area/performance/power trade-offs of VLIW-based embedded systems.
Proceedings of the 2005 Conference on Asia South Pacific Design Automation, 2005

Exploring Design Space of VLIW Architectures.
Proceedings of the 16th IEEE International Conference on Application-Specific Systems, 2005

2004
Multi-objective Optimization of a Parameterized VLIW Architecture.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

2003
EPIC-Explorer: A Parameterized VLIW-based Platform Framework for Design Space Exploration.
Proceedings of the First Workshop on Embedded Systems for Real-Time Multimedia, 2003


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