3 papers
cs.NE2019
Evolution of Hierarchical Structure & Reuse in iGEM Synthetic DNA Sequences
Payam Siyari, Bistra Dilkina, Constantine Dovrolis
Many complex systems, both in technology and nature, exhibit hierarchical modularity: smaller modules, each of them providing a certain function, are used within larger modules tha…
cs.LG2018
A neuro-inspired architecture for unsupervised continual learning based on online clustering and hierarchical predictive coding
Constantine Dovrolis
We propose that the Continual Learning desiderata can be achieved through a neuro-inspired architecture, grounded on Mountcastle's cortical column hypothesis. The proposed architec…
cs.NE2018
Emergence and Evolution of Hierarchical Structure in Complex Systems
Payam Siyari, Bistra Dilkina, Constantine Dovrolis
It is well known that many complex systems, both in technology and nature, exhibit hierarchical modularity: smaller modules, each of them providing a certain function, are used wit…