5 citations · 19 across the 23 of their papers we have counts for
25 papers
DevoTG: Temporal Graph Neural Networks for Modeling C. elegans Developmental Connectomics
Jayadratha Gayen, Bradly Alicea
Understanding how a nervous system wires itself from birth to adulthood is a fundamental challenge in developmental neuroscience. We present DevoTG, a temporal graph framework that…
Hypergraphs Demonstrate Anastomoses During Divergent Integration
Bradly Alicea
Complex networks can be used to analyze structures and systems in the embryo. Not only can we characterize growth and the emergence of form, but also differentiation. The process o…
Super-performance: sampling, planning, and ecological information
Bradly Alicea
The connection between active perception and the limits of performance provide a path to understanding naturalistic behavior. We can take a comparative cognitive modeling perspecti…
Layers, Folds, and Semi-Neuronal Information Processing
Bradly Alicea, Jesse Parent
What role does phenotypic complexity play in the systems-level function of an embodied agent? The organismal phenotype is a topologically complex structure that interacts with a ge…
Flipping the switch on local exploration: Genetic Algorithms with Reversals
Ankit Grover, Vaishali Yadav, Bradly Alicea
One important feature of complex systems are problem domains that have many local minima and substructure. Biological systems manage these local minima by switching between differe…
Meta-brain Models: biologically-inspired cognitive agents
Bradly Alicea, Jesse Parent
Artificial Intelligence (AI) systems based solely on neural networks or symbolic computation present a representational complexity challenge. While minimal representations can prod…