Name
Title | ||
|---|---|---|
Learning in Memristive Neural Network Architectures using Analog Backpropagation Circuits. |
Abstract | ||
|---|---|---|
The on-chip implementation of learning algorithms would speed up the training of neural networks in crossbar arrays. The circuit level design and implementation of a back-propagation algorithm using gradient descent operation for neural network architectures is an open problem. In this paper, we propose analog backpropagation learning circuits for various memristive learning architectures, such as... |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1109/TCSI.2018.2866510 | IEEE Transactions on Circuits and Systems I: Regular Papers |
Keywords | DocType | Volume |
Computer architecture,Backpropagation,Memristors,Hardware,Backpropagation algorithms,Biological neural networks | Journal | 66 |
Issue | ISSN | Citations |
2 | 1549-8328 | 8 |
PageRank | References | Authors |
0.50 | 29 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Olga Krestinskaya | 1 | 61 | 11.86 |
| Khaled N. Salama | 2 | 345 | 46.11 |
| Alex Pappachen James | 3 | 335 | 39.64 |