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README.md

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 # Towards Errorless Training ImageNet-1k
-This repository host code and models for the manuscript, *Towards Errorless Training ImageNet-1k*, which is available at https://arxiv.org/abs/2508.04941.
+This repository host MATLAB code and models for the manuscript, *Towards Errorless Training ImageNet-1k*, which is available at https://arxiv.org/abs/2508.04941.
 We give 6 models trained on the ImageNet-1k dataset, which we list in the table below.
 Each model is featured model of archtecture 17x40x2. 
 That is, each model is made up of 17x40x2=1360 FNNs, all with homogeneous architecture (900-256-25 or 900-256-77-25),