23 citations · 29 across the 6 of their papers we have counts for
6 papers
A Model for Variation- and Fault-Tolerant Digital Logic using Self-Assembled Nanowire Architectures
Alireza Goudarzi, Matthew R. Lakin, Darko Stefanovic +1
Reconfiguration has been used for both defect- and fault-tolerant nanoscale architectures with regular structure. Recent advances in self-assembled nanowires have opened doors to a…
Reservoir Computing Approach to Robust Computation using Unreliable Nanoscale Networks
Alireza Goudarzi, Matthew R. Lakin, Darko Stefanovic
As we approach the physical limits of CMOS technology, advances in materials science and nanotechnology are making available a variety of unconventional computing substrates that c…
A Comparative Study of Reservoir Computing for Temporal Signal Processing
Alireza Goudarzi, Peter Banda, Matthew R. Lakin +2
Reservoir computing (RC) is a novel approach to time series prediction using recurrent neural networks. In RC, an input signal perturbs the intrinsic dynamics of a medium called a…
DNA Reservoir Computing: A Novel Molecular Computing Approach
Alireza Goudarzi, Matthew R. Lakin, Darko Stefanovic
We propose a novel molecular computing approach based on reservoir computing. In reservoir computing, a dynamical core, called a reservoir, is perturbed with an external input sign…
Constraint solving in non-permutative nominal abstract syntax
Matthew R. Lakin
Nominal abstract syntax is a popular first-order technique for encoding, and reasoning about, abstract syntax involving binders. Many of its applications involve constraint solving…
Stochastic Simulation of Process Calculi for Biology
Andrew Phillips, Matthew Lakin, Loïc Paulevé
Biological systems typically involve large numbers of components with complex, highly parallel interactions and intrinsic stochasticity. To model this complexity, numerous programm…