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20142026
most citedMultivariate Functional Linear Discriminant Analysis for the Classification of Short Time Series with Missing Data

5 citations · 6 across the 15 of their papers we have counts for

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2 papers · 1 filter

cs.NE2026

Building Supervision into Hebbian Plasticity through Spike Agreement

Gouri Lakshmi S, Athira Chandrasekharan, Harshit Kumar +3

Supervised learning in spiking neural networks (SNNs) typically requires either gradient-based backpropagation, which sacrifices the Hebbian, spike-driven character of biological p…

cs.NE2025

Spike Agreement Dependent Plasticity: A scalable Bio-Inspired learning paradigm for Spiking Neural Networks

Saptarshi Bej, Muhammed Sahad E, Gouri Lakshmi +3

We introduce Spike Agreement Dependent Plasticity (SADP), a biologically inspired synaptic learning rule for Spiking Neural Networks (SNNs) that relies on the agreement between pre…