Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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30 results for Tayfun Gokmen

High intensity and integrated Suns-Voc characterization of high performance kesterite solar cells
- - Oki Gunawan
  - Tayfun Gokmen
  - et al.
- 2015
- PVSC 2015
Nanoscale Characterization of Back Surfaces and Interfaces in Thin-Film Kesterite Solar Cells
- - Kasra Sardashti
  - Evgueni Chagarov
  - et al.
- 2017
- ACS AMI
Neural network learning using non-ideal resistive memory devices
- - Youngseok Kim
  - Tayfun Gokmen
  - et al.
- 2022
- Frontiers in Nanotechnology
Impact of Asymmetric Weight Update on Neural Network Training With Tiki-Taka Algorithm
- - Chaeun Lee
  - Kyungmi Noh
  - et al.
- 2022
- Frontiers in Neuroscience
Enabling Training of Neural Networks on Noisy Hardware
- - Tayfun Gokmen
- 2021
- Frontiers in Artificial Intelligence
Training large-scale artificial neural networks on simulated resistive crossbar arrays
- - Malte J. Rasch
  - Tayfun Gokmen
  - et al.
- 2020
- IEEE Design and Test
Algorithm for Training Neural Networks on Resistive Device Arrays
- - Tayfun Gokmen
  - W. Haensch
- 2020
- Frontiers in Neuroscience
Neural network accelerator design with resistive crossbars: Opportunities and challenges
- - Shubham Jain
  - Aayush Ankit
  - et al.
- 2019
- IBM J. Res. Dev
RAPA-convNets: Modified convolutional networks for accelerated training on architectures with analog arrays
- - Malte J. Rasch
  - Tayfun Gokmen
  - et al.
- 2019
- Frontiers in Neuroscience
The Next Generation of Deep Learning Hardware: Analog Computing
- - W. Haensch
  - Tayfun Gokmen
  - et al.
- 2019
- Proceedings of the IEEE