GitHub

Introduction to artificial neural networks in Python

This repository is a fork from https://github.com/carpentries-incubator/machine-learning-neural-python, an excellent introduction to ML for images. This half-day ...
IEEE

A Comparison of Large Language Models in a Retrieval-Augmented Generation (RAG) System for Machine Repair and Maintenance Prompts

Abstract: We constructed a Retrieval Augmented Generation (RAG) system for industrial machine manuals to quantify the performance of various open-source Large Language Models (LLMs). Using technical ...
Electronic Design

How AI is Supercharging Chip Design Workflows

For decades, the design of leading-edge chips has been a high-wire act—balancing tight deadlines, sophisticated workflows, and the relentless need to consult scattered, often outdated, sources of ...
IEEE

Why Do Machine Learning Notebooks Crash? An Empirical Study on Public Python Jupyter Notebooks

Abstract: Jupyter notebooks have become central in data science, integrating code, text and output in a flexible environment. With the rise of machine learning (ML), notebooks are increasingly used ...
GitHub

High-level visual representations in the human brain are aligned with large language models

The human brain extracts complex information from visual inputs, including objects, their spatial and semantic interrelations, and their interactions with the environment. However, a quantitative ...