article thumbnail

AI trends in 2023: Graph Neural Networks

AssemblyAI

While AI systems like ChatGPT or Diffusion models for Generative AI have been in the limelight in the past months, Graph Neural Networks (GNN) have been rapidly advancing. And why do Graph Neural Networks matter in 2023? We find that the term Graph Neural Network consistently ranked in the top 3 keywords year over year.

article thumbnail

Top 10 Articles Published in 2021 on Analytics Vidhya

Analytics Vidhya

At the end of 2021, we are […]. The post Top 10 Articles Published in 2021 on Analytics Vidhya appeared first on Analytics Vidhya. After all, writing data science articles is from where it all started. And with each passing year, we have achieved nothing short of miracles with this intention to teach people with our words.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Top Data Science Guest Authors of 2021

Analytics Vidhya

The post Top Data Science Guest Authors of 2021 appeared first on Analytics Vidhya. From the latest developments to guiding people through the thorns of career, Analytics Vidhya has it all in its blog archives. And this would not have been possible without leveraging the power of the […].

article thumbnail

Physics-Based Deep Learning: Insights into Physics-Informed Neural Networks (PINNs)

Marktechpost

Physics-Informed Neural Networks (PINNs) have become a cornerstone in integrating deep learning with physical laws to solve complex differential equations, marking a significant advance in scientific computing and applied mathematics.

article thumbnail

Conformer-1: A robust speech recognition model trained on 650K hours of data

AssemblyAI

" 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). IEEE, 2021. [4] "Contextnet: Improving convolutional neural networks for automatic speech recognition with global context." " arXiv preprint arXiv:2108.10752 (2021). [6] " arXiv preprint arXiv:2108.10752 (2021). [6]

article thumbnail

Kneron’s auto-grade KL730 NPU chip revolutionises edge AI

AI News

With its unprecedented efficiency and support for transformer neural networks, we are empowering users across industries to unlock the full potential of AI without compromising on data privacy and security.” The introduction of the KL730 to the lineup provides a base-level compute power ranging from 0.35-4

article thumbnail

How Do Inherently Interpretable AI Models Work? — GAMINET

Towards AI

For example, a deep neural net used for a loan application scorecard might deny a customer, and we will not be able to explain why. This is where an explainable neural network based on generalized additive models with structured interactions (GAMI-Net) comes into the picture. So, without further ado, let’s dive in!