18 citations · 42 across the 6 of their papers we have counts for
3 papers · 1 filter
Implementation of Multilayer Perceptron Network with Highly Uniform Passive Memristive Crossbar Circuits
F. Merrikh Bayat, M. Prezioso, B. Chakrabarti +2
The progress in the field of neural computation hinges on the use of hardware more efficient than the conventional microprocessors. Recent works have shown that mixed-signal integr…
Energy-Efficient Time-Domain Vector-by-Matrix Multiplier for Neurocomputing and Beyond
Mohammad Bavandpour, Mohammad Reza Mahmoodi, Dmitri B. Strukov
We propose an extremely energy-efficient mixed-signal approach for performing vector-by-matrix multiplication in a time domain. In such implementation, multi-bit values of the inpu…
Capacity, Fidelity, and Noise Tolerance of Associative Spatial-Temporal Memories Based on Memristive Neuromorphic Network
Dmitri Gavrilov, Dmitri Strukov, Konstantin K. Likharev
We have calculated the key characteristics of associative (content-addressable) spatial-temporal memories based on neuromorphic networks with restricted connectivity - "CrossNets".…