Deep Learning News #4, Feb 20 2021 @SebastianRaschka
Deep Learning News #4, Feb 20 2021  @SebastianRaschka
Uploaded February 2021 | Updated September 2026, 2 weeks ago
Sebastian's books: sebastianraschka.com/books

Freewire: Freely Wired Neural Networks
github.com/noahtren/Freewire

Exploring Randomly Wired Neural Networks for Image Recognition
arxiv.org/abs/1904.01569

An ecologically motivated image dataset for deep learning yields better models of human vision
Code: codeocean.com/capsule/9570390/tree/v1
Paper: pnas.org/content/118/8/e2011417118

The billion dollar ai problem that just keeps scaling
nextplatform.com/2021/02/11/the-billion-dollar-ai-problem-that-just-keeps-scaling

Study shows that federated learning can lead to reduced carbon emissions
newsbreak.com/news/2164940176428/study-shows-that-federated-learning-can-lead-to-reduced-carbon-emissions

Chip startup NeuReality launches from stealth to make AI inference more efficient
siliconangle.com/2021/02/10/chip-startup-neureality-launches-stealth-make-ai-inference-efficient

Objective or Biased -- On the questionable use of Artificial Intelligence for job applications
web.br.de/interaktiv/ki-bewerbung/en

Cockpit: A Practical Debugging Tool for Training Deep Neural Networks
Code: github.com/f-dangel/cockpit
Paper: arxiv.org/abs/2102.06604
Deep Learning News #4, Feb 20 2021L18.2: The GAN Objective13.4.3 Feature Permutation Importance Code Examples (L13: Feature Selection)L13.9.3 AlexNet in PyTorchL11.7 Weight Initialization in PyTorch   Code ExampleL8.1 Logistic Regression as a Single-Layer Neural NetworkThe Three Elements of PyTorchL6.2 Understanding Automatic Differentiation via Computation GraphsL17.3 The Log-Var TrickL15.0: Introduction to Recurrent Neural Networks   Lecture OverviewL10.2 Data Augmentation in PyTorchL14.3.2.1 ResNet Overview
Sebastian Raschka |

Deep Learning News #4, Feb 20 2021

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