2 papers
cs.NE2024
Robust online reconstruction of continuous-time signals from a lean spike train ensemble code
Anik Chattopadhyay, Arunava Banerjee
Sensory stimuli in animals are encoded into spike trains by neurons, offering advantages such as sparsity, energy efficiency, and high temporal resolution. This paper presents a si…
q-bio.NC2019
Signal Coding and Perfect Reconstruction using Spike Trains
Anik Chattopadhyay, Arunava Banerjee
In many animal sensory pathways, the transformation from external stimuli to spike trains is essentially deterministic. In this context, a new mathematical framework for coding and…