activity
20122019
most citedWinner-Take-All Computation in Spiking Neural Networks

10 citations · 17 across the 8 of their papers we have counts for

collaborators

10 papers

cs.DC20191 cited

How to Color a French Flag--Biologically Inspired Algorithms for Scale-Invariant Patterning

Alberto Ancona, Ayesha Bajwa, Nancy Lynch +1

In the French flag problem, initially uncolored cells on a grid must differentiate to become blue, white or red. The goal is for the cells to color the grid as a French flag, i.e.,…

cs.DC201910 cited

Winner-Take-All Computation in Spiking Neural Networks

Nancy Lynch, Cameron Musco, Merav Parter

In this work we study biological neural networks from an algorithmic perspective, focusing on understanding tradeoffs between computation time and network complexity. Our goal is t…

q-bio.NC20191 cited

Spike-Based Winner-Take-All Computation: Fundamental Limits and Order-Optimal Circuits

Lili Su, Chia-Jung Chang, Nancy Lynch

Winner-Take-All (WTA) refers to the neural operation that selects a (typically small) group of neurons from a large neuron pool. It is conjectured to underlie many of the brain's f…

cs.NE2017

Neuro-RAM Unit with Applications to Similarity Testing and Compression in Spiking Neural Networks

Nancy Lynch, Cameron Musco, Merav Parter

We study distributed algorithms implemented in a simplified biologically inspired model for stochastic spiking neural networks. We focus on tradeoffs between computation time and n…

cs.DC2016

Information-Theoretic Lower Bounds on the Storage Cost of Shared Memory Emulation

Viveck R. Cadambe, Zhiying Wang, Nancy Lynch

The focus of this paper is to understand storage costs of emulating an atomic shared memory over an asynchronous, distributed message passing system. Previous literature has develo…

cs.DC2016

Dynamic Input/Output Automata: a Formal and Compositional Model for Dynamic Systems

Paul C. Attie, Nancy A. Lynch

We present dynamic I/O automata (DIOA), a compositional model of dynamic systems. In DIOA, automata can be created and destroyed dynamically, as computation proceeds, and an automa…