Giovanni Ansaloni - Publications, H-index & Citations

Giovanni Ansaloni

embedded systems laboratory

16H指数

116论文数

994被引数

收录论文 15

发表时间

A meta-learning method with reduced data requirements for training and updating deep learning models on wearable devices 一种用于在可穿戴设备上训练和更新深度学习模型、具有减少数据需求的元学习方法

Communications Medicine

IF6.3

2026-07-31

OAAI

Alireza Amirshahi; Maedeh H. Toosi; Siamak Mohammadi; Stefano Albini; Pasquale Davide Schiavone; Giovanni Ansaloni; Amir Aminifar; David Atienza

LionHeart: A Layer-Based Mapping Framework for Heterogeneous Systems With Analog In-Memory Computing Tiles LionHeart: 基于层的映射框架，用于具有模拟内存计算块的异构系统

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING

IF5.4

2025-10-01

PREAI

Lammie, Corey; Wang, Yuxuan; Ponzina, Flavio; Klein, Joshua; Benmeziane, Hadjer; Zapater, Marina; Boybat, Irem; Sebastian, Abu; Ansaloni, Giovanni; Atienza, David

SideDRAM: Integrating SoftSIMD Datapaths near DRAM Banks for Energy-Efficient Variable Precision Computation SideDRAM: 在DRAM存储单元附近集成软SIMD数据通路，以实现高效变精度计算

ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS

IF2.6

2025-09-01

PREAI

Morillas, Rafael Medina; Yu, Pengbo; Levisse, Alexandre; Biswas, Dwaipayan; Zapater, Marina; Ansaloni, Giovanni; Catthoor, Francky; Atienza, David

Towards Accurate RISC-V Full System Simulation via Component-Level Calibration 通过组件级校准实现精确的RISC-V全系统仿真

ACM Transactions on Embedded Computing Systems

IF2.6

2025-07-11

PREAI

Karan Pathak; Joshua Klein; Giovanni Ansaloni; Said Hamdioui; Georgi Gaydadjiev; Marina Zapater; David Atienza

ACE: Automated Optimization Towards Iterative Classification in Edge Health Monitors

ieee transactions on circuits and systems i regular papers

IF4.9

2025-02-01

PREAI

Wang, Yuxuan; Orlandic, Lara; Machetti, Simone; Ansaloni, Giovanni; Atienza, David

Which Coupled is Best Coupled? An Exploration of AIMC Tile Interfaces and Load Balancing for CNNs

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2024-10-01

OAAI

Klein, Joshua; Boybat, Irem; Ansaloni, Giovanni; Zapater, Marina; Atienza, David

Event-base d sample d ECG morphology reconstruction through self-similarity

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2023-10-01

OAAI

Zanoli, Silvio; Ansaloni, Giovanni; Teijeiro, Tomas; Atienza, David

Bit-Line Computing for CNN Accelerators Co-Design in Edge AI Inference 边缘AI推理中CNN加速器协同设计的位线计算

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING

IF5.4

2023-04-01

OAAI

Rios, Marco; Ponzina, Flavio; Levisse, Alexandre; Ansaloni, Giovanni; Atienza, David

Using Algorithmic Transformations and Sensitivity Analysis to Unleash Approximations in CNNs at the Edge

MICROMACHINES

IF3

2022-07-19

OAAI

Ponzina, Flavio; Ansaloni, Giovanni; Peon-Quiros, Miguel; Atienza, David

ALPINE: Analog In-Memory Acceleration With Tight Processor Integration for Deep Learning

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2022-01-01

OAAI

Klein, Joshua; Boybat, Irem; Qureshi, Yasir Mahmood; Dazzi, Martino; Levisse, Alexandre; Ansaloni, Giovanni; Zapater, Marina; Sebastian, Abu; Atienza, David

Cluster-Based Heuristic for High Level Synthesis Design Space Exploration 基于聚类的启发式高层综合设计空间探索

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING

IF5.4

2021-01-01

OAAI

Ferretti, Lorenzo; Ansaloni, Giovanni; Pozzi, Laura

Approximate Logic Synthesis: A Survey 近似逻辑综合: 综述

PROCEEDINGS OF THE IEEE

IF25.9

2020-12-01

OAAI

Scarabottolo, Ilaria; Ansaloni, Giovanni; Constantinides, George A.; Pozzi, Laura; Reda, Sherief