Malte J. Rasch - Publications, H-index & Citations

Malte J. Rasch

ibm

29H指数

101论文数

9.5K被引数

收录论文 21

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

Methods for Setting Device Specifications for Analog In-Memory Computing Inference 模拟存内计算推理中设置设备规格的方法

Advanced Intelligent Systems

IF6.1

2026-03-09

OAAI

Zhenyu Wu; Xin Su; Malte J. Rasch; Ning Li

Assessing the Performance of Analog Training for Transfer Learning

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

IF4.9

2025-12-01

PREAI

Fagbohungbe, Omobayode; Lammie, Corey; Rasch, Malte J.; Ando, Takashi; Gokmen, Tayfun; Narayanan, Vijay

Fast and robust analog in-memory deep neural network training

NATURE COMMUNICATIONS

IF15.7

2024-08-20

OAAI

Rasch, Malte J.; Carta, Fabio; Fagbohungbe, Omobayode; Gokmen, Tayfun

Analog Resistive Switching Devices for Training Deep Neural Networks with the Novel Tiki-Taka Algorithm

NANO LETTERS

IF9.1

2024-01-11

OAAI

Stecconi, Tommaso; Bragaglia, Valeria; Rasch, Malte J.; Carta, Fabio; Horst, Folkert; Falcone, Donato F.; ten Kate, Sofieke C.; Gong, Nanbo; Ando, Takashi; Olziersky, Antonis; Offrein, Bert

Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators 使用基于内存计算的加速器进行大规模和多样化深度学习推理工作负载的硬件感知训练

NATURE COMMUNICATIONS

IF15.7

2023-08-30

OAAI

Rasch, Malte J.; Mackin, Charles; Le Gallo, Manuel; Chen, An; Fasoli, Andrea; Odermatt, Frederic; Li, Ning; Nandakumar, S. R.; Narayanan, Pritish; Tsai, Hsinyu; Burr, Geoffrey W.; Sebastian, Abu; Narayanan, Vijay

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

Pattern Training, Inference, and Regeneration Demonstration Using On-Chip Trainable Neuromorphic Chips for Spiking Restricted Boltzmann Machine

ADVANCED INTELLIGENT SYSTEMS

IF6.1

2022-05-22

OAAI

Shin, Uicheol; Ishii, Masatoshi; Okazaki, Atsuya; Ito, Megumi; Rasch, Malte J.; Kim, Wanki; Nomura, Akiyo; Choi, Wonseok; Koh, Dooyong; Hosokawa, Kohji; BrightSky, Matthew; Munetoh, Seiji; Kim, SangBum

Impact of Phase-Change Memory Flicker Noise and Weight Drift on Analog Hardware Inference for Large-Scale Deep Learning Networks

ADVANCED INTELLIGENT SYSTEMS

IF6.1

2022-02-23

OAAI

Han, Jin-Ping; Rasch, Malte J.; Liu, Zuoguang; Solomon, Paul; Brew, Kevin; Cheng, Kangguo; Ok, Injo; Chan, Victor; Longstreet, Michael; Kim, Wanki; Bruce, Robert L.; Cheng, Cheng-Wei; Saulnier, Nicole; Narayanan, Vijay

RAPA-ConvNets: Modified Convolutional Networks for Accelerated Training on Architectures With Analog Arrays

FRONTIERS IN NEUROSCIENCE

IF3.2

2019-07-30

OAAI

Rasch, Malte J.; Gokmen, Tayfun; Rigotti, Mattia; Haensch, Wilfried

Autapses enhance bursting and coincidence detection in neocortical pyramidal cells

NATURE COMMUNICATIONS

IF15.7

2018-11-20

OAAI

Yin, Luping; Zheng, Rui; Ke, Wei; He, Quansheng; Zhang, Yi; Li, Junlong; Wang, Bo; Mi, Zhen; Long, Yue-sheng; Rasch, Malte J.; Li, Tianfu; Luan, Guoming; Shu, Yousheng

Training LSTM Networks With Resistive Cross-Point Devices

FRONTIERS IN NEUROSCIENCE

IF3.2

2018-10-24

OAAI

Gokmen, Tayfun; Rasch, Matte J.; Haensch, Wilfried

Distinct Inhibitory Circuits Orchestrate Cortical beta and gamma Band Oscillations

NEURON

IF15

2017-12-01

213

OAAI