Published August 12, 2025 | Version v1
Dataset Open

Predictive Coding Light's datasets and videos

  • 1. ROR icon Frankfurt Institute for Advanced Studies
  • 2. ROR icon Université Clermont Auvergne

Description

Datasets, example videos and example trained networks for the paper "Predictive Coding Light" accepted in Nature Communications.

The DVS128 Gesture dataset and the N-MNIST dataset are from [1] and [2] and were slightly modified (see paper) and converted to ".npz" to be used with the Predictive Coding Light network.

[1] Amir, Arnon, et al. "A low power, fully event-based gesture recognition system." Proceedings of the IEEE conference on computer vision and pattern recognition. 2017.

[2] Orchard, Garrick, et al. "Converting static image datasets to spiking neuromorphic datasets using saccades." Frontiers in neuroscience 9 (2015): 437.

Files

PCL_datasets_and_networks.zip

Files (15.3 GB)

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md5:5afe217501775a1e319edb99d30452ca
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md5:672cbf7cf63fe1cd78b8add60a6de45b
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Additional details

Funding

Agence Nationale de la Recherche
Clermont Auvergne Projet Graduate School ANR-20-SFRI-0003
Deutsche Forschungsgemeinschaft
The Adaptive Mind EXC3066 TR 881/7-2
Deutsche Forschungsgemeinschaft
SPP 2041 Computational Connectomics TR 881/8-2
Deutsche Forschungsgemeinschaft
SPP 2411 520617944; TR 881/11-1
Deutsche Forschungsgemeinschaft
DFG Research Unit FOR 5528

Software

Repository URL
https://github.com/comsee-research/Predictive-Coding-Light
Programming language
C++ , Python
Development Status
Wip