Matthew R. Lakin

Orcid: 0000-0002-8516-4789

According to our database1, Matthew R. Lakin authored at least 34 papers between 2007 and 2024.

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Bibliography

2024
Preface.
Nat. Comput., September, 2024

Geometric Enumeration of Localized DNA Strand Displacement Reaction Networks.
Proceedings of the 30th International Conference on DNA Computing and Molecular Programming, 2024

2023
Supervised Learning in a Multilayer, Nonlinear Chemical Neural Network.
IEEE Trans. Neural Networks Learn. Syst., October, 2023

Design and Simulation of a Multilayer Chemical Neural Network That Learns via Backpropagation.
Artif. Life, 2023

2022
Operant conditioning of stochastic chemical reaction networks.
PLoS Comput. Biol., November, 2022

2018
Automated analysis of tethered DNA nanostructures using constraint solving.
Nat. Comput., 2018

2017
Towards Temporal Logic Computation Using DNA Strand Displacement Reactions.
Proceedings of the Unconventional Computation and Natural Computation, 2017

Automated, Constraint-Based Analysis of Tethered DNA Nanostructures.
Proceedings of the DNA Computing and Molecular Programming - 23rd International Conference, 2017

2016
A strand graph semantics for DNA-based computation.
Theor. Comput. Sci., 2016

Modular verification of chemical reaction network encodings via serializability analysis.
Theor. Comput. Sci., 2016

Logic circuits based on molecular spider systems.
Biosyst., 2016

2015
Scalable Design of Logic Circuits Using an Active Molecular Spider System.
Proceedings of the Information Processing in Cells and Tissues, 2015

Supervised Learning in an Adaptive DNA Strand Displacement Circuit.
Proceedings of the DNA Computing and Molecular Programming - 21st International Conference, 2015

2014
A Comparative Study of Reservoir Computing for Temporal Signal Processing.
CoRR, 2014

Pattern Formation by Spatially Organized Approximate Majority Reactions.
Proceedings of the Unconventional Computation and Natural Computation, 2014

Reservoir Computing Approach to Robust Computation Using Unreliable Nanoscale Networks.
Proceedings of the Unconventional Computation and Natural Computation, 2014

Compiling DNA Strand Displacement Reactions Using a Functional Programming Language.
Proceedings of the Practical Aspects of Declarative Languages, 2014

A model for variation- and fault-tolerant digital logic using self-assembled nanowire architectures.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2014

Abstract Modelling of Tethered DNA Circuits.
Proceedings of the DNA Computing and Molecular Programming - 20th International Conference, 2014

2013
Contextual equivalence for inductive definitions with binders in higher order typed functional programming.
J. Funct. Program., 2013

Online Learning in a Chemical Perceptron.
Artif. Life, 2013

Modular Verification of DNA Strand Displacement Networks via Serializability Analysis.
Proceedings of the DNA Computing and Molecular Programming - 19th International Conference, 2013

DNA Reservoir Computing: A Novel Molecular Computing Approach.
Proceedings of the DNA Computing and Molecular Programming - 19th International Conference, 2013

2012
Stochastic simulation of multiple process calculi for biology.
Theor. Comput. Sci., 2012

Encoding Abstract Syntax Without Fresh Names.
J. Autom. Reason., 2012

Towards a Biomolecular Learning Machine.
Proceedings of the Unconventional Computation and Natural Computation, 2012

2011
Constraint solving in non-permutative nominal abstract syntax
Log. Methods Comput. Sci., 2011

Visual DSD: a design and analysis tool for DNA strand displacement systems.
Bioinform., 2011

Modelling, Simulating and Verifying Turing-Powerful Strand Displacement Systems.
Proceedings of the DNA Computing and Molecular Programming - 17th International Conference, 2011

2010
An executable meta-language for inductive definitions with binders.
PhD thesis, 2010

Stochastic Simulation of Process Calculi for Biology
Proceedings of the Proceedings Fourth Workshop on Membrane Computing and Biologically Inspired Process Calculi, 2010

A generic abstract machine for stochastic process calculi.
Proceedings of the Computational Methods in Systems Biology, 8th International Conference, 2010

2009
Resolving Inductive Definitions with Binders in Higher-Order Typed Functional Programming.
Proceedings of the Programming Languages and Systems, 2009

2007
A Metalanguage for Structural Operational Semantics.
Proceedings of the Eighth Symposium on Trends in Functional Programming, 2007


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