3 papers
cs.ET2022★ 19 cited
Variability-aware Memristive Crossbars -- A Tutorial
Alex James, Leon Chua
Memristor crossbar architecture is one of the most popular circuit configurations due to its wide range of practical applications. The crossbar architecture can emulate the weighte…
cs.ET2021
Analog Neural Computing with Super-resolution Memristor Crossbars
A. P. James, L. O. Chua
Memristor crossbar arrays are used in a wide range of in-memory and neuromorphic computing applications. However, memristor devices suffer from non-idealities that result in the va…
cs.ET2019
Variation-aware Binarized Memristive Networks
Corey Lammie, Olga Krestinskaya, Alex James +1
The quantization of weights to binary states in Deep Neural Networks (DNNs) can replace resource-hungry multiply accumulate operations with simple accumulations. Such Binarized Neu…