The design of synthetic gene networks (SGNs) has advanced to the extent that novel genetic circuits are now being tested for their ability to recapitulate archetypal learning behaviours first defined in the fields of machine and animal learning. Here, we discuss the biological implementation of a perceptron algorithm for linear classification of input data. An expansion of this biological design that encompasses cellular 'teachers' and 'students' is also examined. We also discuss implementation of Pavlovian associative learning using SGNs and present an example of such a scheme and in silico simulation of its performance. In addition to designed SGNs, we also consider the option to establish conditions in which a population of SGNs can evol...
The evolution of phenotype is often based on changes in gene expression rather than changes in prote...
Connectionist approaches to Artificial Intelligence are almost always based on Artificial Neural Net...
A central aim of synthetic biology is to build organisms that can perform useful activities in respo...
T.L. and O.K. acknowledge Russian Science Foundation (Project No. 14-12-00811). A.Z. acknowledges th...
Synthetic gene circuits allow programming in DNA the expression of a phenotype at a given environmen...
This work was supported by an EMBO Long-term fellowship, ALTF 606–2018. This funding source did not ...
The development of synthetic biology has enabled massive progress in biotechnology and in approachin...
Synthetic biology emerged as an engineering discipline to design and construct artificial biological...
Connectionist models are usually based on artificial neural networks. However, there is another rout...
Living organisms are differentiated by their genetic material-millions to billions of DNA bases enco...
Computation is defining trait of biological systems and a broad framework that captures the complex ...
Biological computation is a major area of focus in synthetic biology because it has the potential to...
A central aim of synthetic biology is to build organisms that can perform useful activities in respo...
Synthetic biology is focused on the rational construction of biological systems based on engineering...
An important application of Synthetic Biology is the engineering of the host cell system to yield us...
The evolution of phenotype is often based on changes in gene expression rather than changes in prote...
Connectionist approaches to Artificial Intelligence are almost always based on Artificial Neural Net...
A central aim of synthetic biology is to build organisms that can perform useful activities in respo...
T.L. and O.K. acknowledge Russian Science Foundation (Project No. 14-12-00811). A.Z. acknowledges th...
Synthetic gene circuits allow programming in DNA the expression of a phenotype at a given environmen...
This work was supported by an EMBO Long-term fellowship, ALTF 606–2018. This funding source did not ...
The development of synthetic biology has enabled massive progress in biotechnology and in approachin...
Synthetic biology emerged as an engineering discipline to design and construct artificial biological...
Connectionist models are usually based on artificial neural networks. However, there is another rout...
Living organisms are differentiated by their genetic material-millions to billions of DNA bases enco...
Computation is defining trait of biological systems and a broad framework that captures the complex ...
Biological computation is a major area of focus in synthetic biology because it has the potential to...
A central aim of synthetic biology is to build organisms that can perform useful activities in respo...
Synthetic biology is focused on the rational construction of biological systems based on engineering...
An important application of Synthetic Biology is the engineering of the host cell system to yield us...
The evolution of phenotype is often based on changes in gene expression rather than changes in prote...
Connectionist approaches to Artificial Intelligence are almost always based on Artificial Neural Net...
A central aim of synthetic biology is to build organisms that can perform useful activities in respo...