Athanasios Vasilopoulos - Publications, H-index & Citations

Athanasios Vasilopoulos

ibm

8H指数

19论文数

359被引数

收录论文 6

发表时间

Supernetwork-based efficient mapping of deep learning applications to mixed-precision hardware using model adaptation 基于超网络的模型自适应方法，用于将深度学习应用高效地映射到混合精度硬件上

Nature Communications

IF15.7

2026-03-27

OAAI

Hadjer Benmeziane; Corey Lammie; Irem Boybat; Malte Rasch; Manuel Le Gallo; Athanasios Vasilopoulos; Hsinyu Tsai; Geoffrey W. Burr; Vijay Narayanan; Kaoutar El Maghraoui; Abu Sebastian

The design of analogue in-memory computing tiles 模拟内存计算瓦片的设计

Nature Electronics

IF40.9

2025-12-19

PREAI

Abhairaj Singh; Manuel Le Gallo; Athanasios Vasilopoulos; Jose Luquin; Pritish Narayanan; Geoffrey W. Burr; Abu Sebastian

The inherent adversarial robustness of analog in-memory computing 模拟存内计算的固有对抗鲁棒性

NATURE COMMUNICATIONS

IF15.7

2025-02-19

OAAI

Lammie, Corey; Buechel, Julian; Vasilopoulos, Athanasios; Le Gallo, Manuel; Sebastian, Abu

Kernel approximation using analogue in-memory computing 使用模拟内存计算的内核近似

NATURE MACHINE INTELLIGENCE

IF23.9

2024-12-13

PREAI

Buechel, Julian; Camposampiero, Giacomo; Vasilopoulos, Athanasios; Lammie, Corey; Le Gallo, Manuel; Rahimi, Abbas; Sebastian, Abu

Programming Weights to Analog In-Memory Computing Cores by Direct Minimization of the Matrix-Vector Multiplication Error 通过直接最小化矩阵向量乘法误差将权重编程到模拟内存计算核心

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2023-12-01

PREAI

Buechel, Julian; Vasilopoulos, Athanasios; Kersting, Benedikt; Lammie, Corey; Brew, Kevin; Philip, Timothy; Saulnier, Nicole; Narayanan, Vijay; Le Gallo, Manuel; Sebastian, Abu

A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference 用于深度神经网络推理的基于相变存储器的64核混合信号内存计算芯片

NATURE ELECTRONICS

IF40.9

2023-08-10

PREAI

Le Gallo, Manuel; Khaddam-Aljameh, Riduan; Stanisavljevic, Milos; Vasilopoulos, Athanasios; Kersting, Benedikt; Dazzi, Martino; Karunaratne, Geethan; Brandli, Matthias; Singh, Abhairaj; Mueller, Silvia M.; Buchel, Julian; Timoneda, Xavier; Joshi, Vinay; Rasch, Malte J.; Egger, Urs; Garofalo, Angelo; Petropoulos, Anastasios; Antonakopoulos, Theodore; Brew, Kevin; Choi, Samuel; Ok, Injo; Philip, Timothy; Chan, Victor; Silvestre, Claire; Ahsan, Ishtiaq; Saulnier, Nicole; Narayanan, Vijay; Francese, Pier Andrea; Eleftheriou, Evangelos; Sebastian, Abu

研究方向