Giovanni Ansaloni

Orcid: 0000-0002-8940-3775

According to our database1, Giovanni Ansaloni authored at least 70 papers between 2008 and 2024.

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

Timeline

Legend:

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Bibliography

2024
SAT-Based Exact Modulo Scheduling Mapping for Resource-Constrained CGRAs.
ACM J. Emerg. Technol. Comput. Syst., July, 2024

An Energy Efficient Soft SIMD Microarchitecture and Its Application on Quantized CNNs.
IEEE Trans. Very Large Scale Integr. Syst., June, 2024

MetaWearS: A Shortcut in Wearable Systems Lifecycle with Only a Few Shots.
CoRR, 2024

LionHeart: A Layer-based Mapping Framework for Heterogeneous Systems with Analog In-Memory Computing Tiles.
CoRR, 2024

DBFS: Dynamic Bitwidth-Frequency Scaling for Efficient Software-defined SIMD.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2024

Cross-layer Exploration of 2.5D Energy-Efficient Heterogeneous Chiplets Integration: From System Simulation to Open Hardware.
Proceedings of the 29th ACM/IEEE International Symposium on Low Power Electronics and Design, 2024

Accelerator-Driven Data Arrangement to Minimize Transformers Run-Time on Multi-Core Architectures.
Proceedings of the 15th Workshop on Parallel Programming and Run-Time Management Techniques for Many-Core Architectures and 13th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms, 2024


2023
Overflow-free Compute Memories for Edge AI Acceleration.
ACM Trans. Embed. Comput. Syst., October, 2023

Event-based sampled ECG morphology reconstruction through self-similarity.
Comput. Methods Programs Biomed., October, 2023

ALPINE: Analog In-Memory Acceleration With Tight Processor Integration for Deep Learning.
IEEE Trans. Computers, July, 2023

Bit-Line Computing for CNN Accelerators Co-Design in Edge AI Inference.
IEEE Trans. Emerg. Top. Comput., 2023

Thermal and Voltage-Aware Performance Management of 3-D MPSoCs With Flow Cell Arrays and Integrated SC Converters.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023

REMOTE: Re-thinking Task Mapping on Wireless 2.5D Systems-on-Package for Hotspot Removal.
Proceedings of the 31st IFIP/IEEE International Conference on Very Large Scale Integration, 2023

A 16-bit Floating-Point Near-SRAM Architecture for Low-power Sparse Matrix-Vector Multiplication.
Proceedings of the 31st IFIP/IEEE International Conference on Very Large Scale Integration, 2023

Cross Layer Design for the Predictive Assessment of Technology-Enabled Architectures.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

An Open-Hardware Coarse-Grained Reconfigurable Array for Edge Computing.
Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

System-Level Exploration of In-Package Wireless Communication for Multi-Chiplet Platforms.
Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

TiC-SAT: Tightly-Coupled Systolic Accelerator for Transformers.
Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

2022
A Formal Framework for Maximum Error Estimation in Approximate Logic Synthesis.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

A Hardware/Software Co-Design Vision for Deep Learning at the Edge.
IEEE Micro, 2022

A Soft SIMD Based Energy Efficient Computing Microarchitecture.
CoRR, 2022

Full System Exploration of On-Chip Wireless Communication on Many-Core Architectures.
Proceedings of the 13th IEEE Latin America Symposium on Circuits and System, 2022

Error Resilient In-Memory Computing Architecture for CNN Inference on the Edge.
Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

Thermal and Power-Aware Run-time Performance Management of 3D MPSoCs with Integrated Flow Cell Arrays.
Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

INCLASS: Incremental Classification Strategy for Self-Aware Epileptic Seizure Detection.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

An Accuracy-Driven Compression Methodology to Derive Efficient Codebook-Based CNNs.
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2022

2021
Cluster-Based Heuristic for High Level Synthesis Design Space Exploration.
IEEE Trans. Emerg. Top. Comput., 2021

DB4HLS: A Database of High-Level Synthesis Design Space Explorations.
IEEE Embed. Syst. Lett., 2021

A Flexible In-Memory Computing Architecture for Heterogeneously Quantized CNNs.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2021

Running Efficiently CNNs on the Edge Thanks to Hybrid SRAM-RRAM In-Memory Computing.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Exact Neural Networks from Inexact Multipliers via Fibonacci Weight Encoding.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021


2020
Leveraging Prior Knowledge for Effective Design-Space Exploration in High-Level Synthesis.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Approximate Logic Synthesis: A Survey.
Proc. IEEE, 2020

Judiciously Spreading Approximation Among Arithmetic Components with Top-Down Inexact Hardware Design.
Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2020

2019
RegionSeeker: Automatically Identifying and Selecting Accelerators From Application Source Code.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

i-DPs CGRA: An Interleaved-Datapaths Reconfigurable Accelerator for Embedded Bio-Signal Processing.
IEEE Embed. Syst. Lett., 2019

Compiler-Assisted Selection of Hardware Acceleration Candidates from Application Source Code.
Proceedings of the 37th IEEE International Conference on Computer Design, 2019

Tailoring SVM Inference for Resource-Efficient ECG-Based Epilepsy Monitors.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Partition and Propagate: an Error Derivation Algorithm for the Design of Approximate Circuits.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018
Heterogeneous and Inexact: Maximizing Power Efficiency of Edge Computing Sensors for Health Monitoring Applications.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Machine Learning Approach for Loop Unrolling Factor Prediction in High Level Synthesis.
Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

Lattice-Traversing Design Space Exploration for High Level Synthesis.
Proceedings of the 36th IEEE International Conference on Computer Design, 2018

Circuit carving: A methodology for the design of approximate hardware.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

A partitioning strategy for exploring error-resilience in circuits: work-in-progress.
Proceedings of the International Conference on Compilers, 2018

2017
An Inexact Ultra-low Power Bio-signal Processing Architecture With Lightweight Error Recovery.
ACM Trans. Embed. Comput. Syst., 2017

HEAL-WEAR: An Ultra-Low Power Heterogeneous System for Bio-Signal Analysis.
IEEE Trans. Circuits Syst. I Regul. Pap., 2017

A Synchronization-Based Hybrid-Memory Multi-Core Architecture for Energy-Efficient Biomedical Signal Processing.
IEEE Trans. Computers, 2017

2016
Inexact-aware architecture design for ultra-low power bio-signal analysis.
IET Comput. Digit. Tech., 2016

Nano-engineered architectures for ultra-low power wireless body sensor nodes.
Proceedings of the Eleventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2016

PHIDIAS: ultra-low-power holistic design for smart bio-signals computing platforms.
Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016

A multi-core reconfigurable architecture for ultra-low power bio-signal analysis.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

2015
Heterogeneous Error-Resilient Scheme for Spectral Analysis in Ultra-Low Power Wearable Electrocardiogram Devices.
Proceedings of the 2015 IEEE Computer Society Annual Symposium on VLSI, 2015

2014
Early Classification of Pathological Heartbeats on Wireless Body Sensor Nodes.
Sensors, 2014

Power-efficient joint compressed sensing of multi-lead ECG signals.
Proceedings of the IEEE International Conference on Acoustics, 2014

Hardware/software approach for code synchronization in low-power multi-core sensor nodes.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

Ultra-Low Power Design of Wearable Cardiac Monitoring Systems.
Proceedings of the 51st Annual Design Automation Conference 2014, 2014

Risk Assessment of Atrial Fibrillation: a Failure Prediction Approach.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Live demonstration: ECG sensor interface in a low power SoC for wireless portable ECG monitoring.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013
Synchronizing code execution on ultra-low-power embedded multi-channel signal analysis platforms.
Proceedings of the Design, Automation and Test in Europe, 2013

A methodology for embedded classification of heartbeats using random projections.
Proceedings of the Design, Automation and Test in Europe, 2013

2012
Integrated Kernel Partitioning and Scheduling for Coarse-Grained Reconfigurable Arrays.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012

IcyHeart: Highly integrated ultra-low-power SoC solution for unobtrusive and energy efficient wireless cardiac monitoring: Research project for the benefit of specific groups (FP7, Capacities).
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

Embedded real-time ECG delineation methods: A comparative evaluation.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

2011
EGRA: A Coarse Grained Reconfigurable Architectural Template.
IEEE Trans. Very Large Scale Integr. Syst., 2011

Slack-aware scheduling on Coarse Grained Reconfigurable Arrays.
Proceedings of the Design, Automation and Test in Europe, 2011

2009
Heterogeneous coarse-grained processing elements: A template architecture for embedded processing acceleration.
Proceedings of the Design, Automation and Test in Europe, 2009

2008
Design and Architectural Exploration of Expression-Grained Reconfigurable Arrays.
Proceedings of the IEEE Symposium on Application Specific Processors, 2008

Compiling custom instructions onto expression-grained reconfigurable architectures.
Proceedings of the 2008 International Conference on Compilers, 2008


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