iMAD: an in-memory accelerator for AdderNet with efficient 8-bit addition and subtraction operations
Adder Neural Network (AdderNet) is a new type of Convolutional Neural Networks (CNNs) that replaces the computational-intensive multiplications in convolution layers with lightweight additions and subtractions. As a result, AdderNet preserves high accuracy with adder convolution kernels and achieves...
| Main Authors: | , , |
|---|---|
| Other Authors: | |
| Format: | Conference Paper |
| Language: | English |
| Published: |
2022
|
| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/156404 |