Tayfun Gokmen - Publications, H-index & Citations

Tayfun Gokmen

international business machines (ibm)

36H指数

125论文数

1.1W被引数

收录论文 45

发表时间

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

Neural network learning using non-ideal resistive memory devices 使用非理想电阻存储器件的神经网络学习

FRONTIERS IN NANOTECHNOLOGY

IF3.8

2022-10-31

OAAI

Kim, Youngseok; Gokmen, Tayfun; Miyazoe, Hiroyuki; Solomon, Paul; Kim, Seyoung; Ray, Asit; Doevenspeck, Jonas; Khan, Raihan S.; Narayanan, Vijay; Ando, Takashi

Neural Network Training With Asymmetric Crosspoint Elements

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2022-05-09

OAAI

Onen, Murat; Gokmen, Tayfun; Todorov, Teodor K.; Nowicki, Tomasz; del Alamo, Jesus A.; Rozen, John; Haensch, Wilfried; Kim, Seyoung

Impact of Asymmetric Weight Update on Neural Network Training With Tiki-Taka Algorithm

FRONTIERS IN NEUROSCIENCE

IF3.2

2022-01-06

OAAI

Lee, Chaeun; Noh, Kyungmi; Ji, Wonjae; Gokmen, Tayfun; Kim, Seyoung

Enabling Training of Neural Networks on Noisy Hardware

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2021-09-09

OAAI

Gokmen, Tayfun

Algorithm for Training Neural Networks on Resistive Device Arrays

FRONTIERS IN NEUROSCIENCE

IF3.2

2020-02-26

OAAI

Gokmen, Tayfun; Haensch, Wilfried

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

The Next Generation of Deep Learning Hardware: Analog Computing 下一代深度学习硬件: 模拟计算

PROCEEDINGS OF THE IEEE

IF25.9

2019-01-01

142

PREAI

Haensch, Wilfried; Gokmen, Tayfun; Puri, Ruchir

Training LSTM Networks With Resistive Cross-Point Devices

FRONTIERS IN NEUROSCIENCE

IF3.2

2018-10-24

OAAI

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

Training Deep Convolutional Neural Networks with Resistive Cross-Point Devices

FRONTIERS IN NEUROSCIENCE

IF3.2

2017-10-10

139

OAAI

Gokmen, Tayfun; Onen, Murat; Haensch, Wilfried

Nanoscale Characterization of Back Surfaces and Interfaces in Thin-Film Kesterite Solar Cells 薄膜Kesterite太阳能电池背面和界面的纳米级表征

ACS APPLIED MATERIALS & INTERFACES

IF8.2

2017-05-09

PREAI

Sardashti, Kasra; Chagarov, Evgueni; Antunez, Priscilla D.; Gershon, Talia S.; Ueda, Scott T.; Gokmen, Tayfun; Bishop, Douglas; Haight, Richard; Kummel, Andrew C.

Back Contact Engineering for Increased Performance in Kesterite Solar Cells

ADVANCED ENERGY MATERIALS

IF26

2017-05-02

OAAI

Antunez, Priscilla D.; Bishop, Douglas M.; Lee, Yun Seog; Gokmen, Tayfun; Gunawan, Oki; Gershon, Talia S.; Todorov, Teodor K.; Singh, Saurabh; Haight, Richard

Unconventional kesterites: The quest to reduce band tailing in CZTSSe

CURRENT OPINION IN GREEN AND SUSTAINABLE CHEMISTRY

IF9.4

2017-04-01

OAAI

Gershon, Talia; Bishop, Doug; Antunez, Priscilla; Singh, Saurabh; Brew, Kevin W.; Lee, Yun Seog; Gunawan, Oki; Gokmen, Tayfun; Todorov, Teodor; Haight, Richard

Acceleration of Deep Neural Network Training with Resistive Cross-Point Devices: Design Considerations 使用电阻交叉点设备加速深度神经网络训练: 设计注意事项

FRONTIERS IN NEUROSCIENCE

IF3.2

2016-07-21

428

OAAI

Gokmen, Tayfun; Vlasov, Yurii

The impact of sodium on the sub-bandgap states in CZTSe and CZTS

APPLIED PHYSICS LETTERS

IF3.6

2015-03-26

PREAI

Gershon, Talia; Lee, Yun Seog; Mankad, Ravin; Gunawan, Oki; Gokmen, Tayfun; Bishop, Doug; McCandless, Brian; Guha, Supratik

Impact of Nanoscale Elemental Distribution in High-Performance Kesterite Solar Cells 高性能Kesterite太阳能电池中纳米级元素分布的影响

ADVANCED ENERGY MATERIALS

IF26

2015-03-13

127

PREAI

Sardashti, Kasra; Haight, Richard; Gokmen, Tayfun; Wang, Wei; Chang, Liang-Yi; Mitzi, David B.; Kummel, Andrew C.

Cu2ZnSnSe4 Thin-Film Solar Cells by Thermal Co-evaporation with 11.6% Efficiency and Improved Minority Carrier Diffusion Length

ADVANCED ENERGY MATERIALS

IF26

2014-12-10

310

PREAI

Lee, Yun Seog; Gershon, Talia; Gunawan, Oki; Todorov, Teodor K.; Gokmen, Tayfun; Virgus, Yudistira; Guha, Supratik

High Efficiency Cu2ZnSn(S,Se)4 Solar Cells by Applying a Double In2S3/CdS Emitter 应用双In2S3/CdS发射极的高效Cu2ZnSn(S，Se)4太阳能电池

ADVANCED MATERIALS

IF26.8

2014-08-25

442

PREAI

Kim, Jeehwan; Hiroi, Homare; Todorov, Teodor K.; Gunawan, Oki; Kuwahara, Masaru; Gokmen, Tayfun; Nair, Dhruv; Hopstaken, Marinus; Shin, Byungha; Lee, Yun Seog; Wang, Wei; Sugimoto, Hiroki; Mitzi, David B.

Semi-empirical device model for Cu2ZnSn(S,Se)4 solar cells

APPLIED PHYSICS LETTERS

IF3.6

2014-07-22

OAAI

Gokmen, Tayfun; Gunawan, Oki; Mitzi, David B.

研究方向