2 papers
cs.NE2025
A Grid Cell-Inspired Structured Vector Algebra for Cognitive Maps
Sven Krausse, Emre Neftci, Friedrich T. Sommer +1
The entorhinal-hippocampal formation is the mammalian brain's navigation system, encoding both physical and abstract spaces via grid cells. This system is well-studied in neuroscie…
cs.NE2025
A Truly Sparse and General Implementation of Gradient-Based Synaptic Plasticity
Jamie Lohoff, Anil Kaya, Florian Assmuth +1
Online synaptic plasticity rules derived from gradient descent achieve high accuracy on a wide range of practical tasks. However, their software implementation often requires tedio…