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Training large-scale ANNs on simulated resistive crossbar arrays

Training large-scale ANNs on simulated resistive crossbar arrays

IEEE design & test (IEEE D&T), 2019
6 June 2019
Malte J. Rasch
Tayfun Gokmen
W. Haensch
ArXiv (abs)PDFHTML

Papers citing "Training large-scale ANNs on simulated resistive crossbar arrays"

4 / 4 papers shown
Title
Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural
  Network Training and Inference
Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and InferenceAPL Machine Learning (AML), 2023
Corey Lammie
Corey Lammie
Julian Büchel
F. Carta
Omobayode Fagbohungbe
...
H. Tsai
Vijay Narayanan
Abu Sebastian
Kaoutar El Maghraoui
Malte J. Rasch
159
47
0
18 Jul 2023
Fast offset corrected in-memory training
Fast offset corrected in-memory trainingNature Communications (Nat. Commun.), 2023
Malte J. Rasch
F. Carta
Omobayode Fagbohungbe
Tayfun Gokmen
186
20
0
08 Mar 2023
Hardware-aware training for large-scale and diverse deep learning
  inference workloads using in-memory computing-based accelerators
Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based acceleratorsNature Communications (Nat. Commun.), 2023
Malte J. Rasch
C. Mackin
Corey Lammie
An Chen
A. Fasoli
...
P. Narayanan
H. Tsai
G. Burr
Abu Sebastian
Vijay Narayanan
147
122
0
16 Feb 2023
Device-aware inference operations in SONOS nonvolatile memory arrays
Device-aware inference operations in SONOS nonvolatile memory arraysIEEE International Reliability Physics Symposium (IRPS), 2020
C. Bennett
T. Xiao
Ryan Dellana
V. Agrawal
Ben Feinberg
...
S. Saha
V. Raghavan
Ramesh Chettuvetty
S. Agarwal
M. Marinella
67
9
0
02 Apr 2020
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