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Data · dataset · 2025

Data repository for "Accelerating Spiking Neural Networks on CPUs via Cache-aware Splitting"

Listed in DaRUS

This data repository contains the experiment data and code for the paper "Accelerating Spiking Neural Networks on CPUs via Cache-aware Splitting".

Description

The code.zip file contains the git repositories of the code that was used in the experiments: fast-arrays library: executes vectorized calculations with AVX-512F operations mlflow-rs library: client for the MLflow experiment tracking tool to store metrics and artifacts of the experiments snn-rs project: SNN implementation as well as experiment execution code The experiment_tracking.zip file contains the experiment results: hyperparameters the exact code that was executed (git commit hash + git patch) collected metrics trained SNN models class assignments training log

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Where it is published

Catalogue records · 1

Topics

Provenance · 1 source records, 10 field assertions
SourceKeyLast seenRaw
DaRUSdoi:10.18419/DARUS-526712 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].anzsrc:group:4611mapping · darus uni stuttgart devocabulary-mapper@1.0.0keywords['Machine Learning']
concepts[field].dataverse_subject:computer-and-information-sciencesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/subjects
concepts[field].local:field:computer-science-aimapping · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/subjects
concepts[method].local:method:simulationmapping · darus uni stuttgart devocabulary-mapper@1.0.0keywords['Simulation']
created_datesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0
descriptionsource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/description
publication_datesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0
titlesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/name
updated_datesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0
version_labelsource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0