activity
20082020
most citedModel-Aided Wireless Artificial Intelligence: Embedding Expert Knowledge in Deep Neural Networks Towards Wireless Systems Optimization

15 citations · 28 across the 9 of their papers we have counts for

collaborators

9 papers

cs.DS2020

Improved lower and upper bounds on the tile complexity of uniquely self-assembling a thin rectangle non-cooperatively in 3D

David Furcy, Scott M. Summers, Logan Withers

We investigate a fundamental question regarding a benchmark class of shapes in one of the simplest, yet most widely utilized abstract models of algorithmic tile self-assembly. Spec…

cs.IT2018★ 15 cited

Model-Aided Wireless Artificial Intelligence: Embedding Expert Knowledge in Deep Neural Networks Towards Wireless Systems Optimization

Alessio Zappone, Marco Di Renzo, Mérouane Debbah +2

Deep learning based on artificial neural networks is a powerful machine learning method that, in the last few years, has been successfully used to realize tasks, e.g., image classi…

cs.ET2018

Hierarchical Growth is Necessary and (Sometimes) Sufficient to Self-Assemble Discrete Self-Similar Fractals

Jacob Hendricks, Joseph Opseth, Matthew Patitz +1

In this paper, we prove that in the abstract Tile Assembly Model (aTAM), an accretion-based model which only allows for a single tile to attach to a growing assembly at each step,…

cs.CC2013

Intrinsic universality in tile self-assembly requires cooperation

Pierre-Étienne Meunier, Matthew J. Patitz, Scott M. Summers +3

We prove a negative result on the power of a model of algorithmic self-assembly for which it has been notoriously difficult to find general techniques and results. Specifically, we…

cs.CC2009★ 4 cited

Reducing Tile Complexity for the Self-Assembly of Scaled Shapes Through Temperature Programming

Scott M. Summers

This paper concerns the self-assembly of scaled-up versions of arbitrary finite shapes. We work in the multiple temperature model that was introduced by Aggarwal, Cheng, Goldwasser…

cs.CC2009

Self-Assembly of Infinite Structures

Matthew J. Patitz, Scott M. Summers

We review some recent results related to the self-assembly of infinite structures in the Tile Assembly Model. These results include impossibility results, as well as novel tile ass…