3 papers
cs.DC2020
Spiking Neural Networks Through the Lens of Streaming Algorithms
Yael Hitron, Cameron Musco, Merav Parter
We initiate the study of biological neural networks from the perspective of streaming algorithms. Like computers, human brains suffer from memory limitations which pose a significa…
cs.DS2020
Broadcast CONGEST Algorithms against Adversarial Edges
Yael Hitron, Merav Parter
We consider the corner-stone broadcast task with an adaptive adversary that controls a fixed number of edges in the input communication graph. In this model, the adversary sees…
cs.NE2019
Counting to Ten with Two Fingers: Compressed Counting with Spiking Neurons
Yael Hitron, Merav Parter
We consider the task of measuring time with probabilistic threshold gates implemented by bio-inspired spiking neurons. In the model of spiking neural networks, network evolves in d…