3k citations · 3.4k across the 20 of their papers we have counts for
20 papers
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".…
Sub-1-us, Sub-20-nJ Pattern Classification in a Mixed-Signal Circuit Based on Embedded 180-nm Floating-Gate Memory Cell Arrays
F. Merrikh Bayat, X. Guo, M. Klachko +3
We have designed, fabricated, and successfully tested a prototype mixed-signal, 28x28-binary-input, 10-output, 3-layer neuromorphic network ("MLP perceptron"). It is based on embed…
Self-Adaptive Spike-Time-Dependent Plasticity of Metal-Oxide Memristors
M. Prezioso, F. Merrikh-Bayat, B. Hoskins +2
Metal-oxide memristors have emerged as promising candidates for hardware implementation of artificial synapses - the key components of high-performance, analog neuromorphic network…
Training and Operation of an Integrated Neuromorphic Network Based on Metal-Oxide Memristors
Mirko Prezioso, Farnood Merrikh-Bayat, Brian Hoskins +3
Despite all the progress of semiconductor integrated circuit technology, the extreme complexity of the human cerebral cortex makes the hardware implementation of neuromorphic netwo…
Design and Simulation of Molecular Nonvolatile Single-Electron Resistive Switches
Nikita Simonian, Andreas Mayr, Konstantin K. Likharev
We have carried out a preliminary design and simulation of a single-electron resistive switch based on a system of two linear, parallel, electrostatically-coupled molecules: one im…
Experimental Study of Resistive Bistability in Metal Oxide Junctions
Zhongkui Tan, Vijay Patel, Konstantin K. Likharev +2
We have studied resistive bistability (memory) effects in junctions based on metal oxides, with a focus on sample-to-sample reproducibility which is necessary for the use of such j…