AI Collaborative Learning: Understanding Deep Learning Chapter 7 - The Dual Art of Backpropagation and Initialization in AI's 'Neural Hub'

In the previous chapter, we learned various strategies to guide AI models 'down the mountain' (optimization algorithms), such as SGD and Adam. The core of these strategies relies on a key piece of ...
Semiconductor Engineering

In Situ Backpropagation Strategy That Progressively Updates Neural Network Layers Directly in HW (TU Eindhoven)

A new technical paper titled “Hardware implementation of backpropagation using progressive gradient descent for in situ training of multilayer neural networks” was published by researchers at ...

Penny Liang: Understanding Large Models for Humanities Students (1.0)

"Understanding Large Models for Humanities Students (1.0)" is written by Penny Liang, offering a simplified perspective to ...

This Team Is Rethinking AI’s Core: Perforated AI Bets On Dendrites

For more than eighty years, deep learning has relied on a simplified model of brain function. Now, a Pittsburgh startup ...

Who is the Godfather of AI? Know What He is Best Known For

Godfather of AI Geoffrey Hinton remains a towering figure in artificial intelligence. Learn about his education, his role as an artificial intelligence creator, and why he’s widely known for his deep ...
Electronic Design

A Neural-Network-Based Approach to Smarter DPD Engines

An AI-driven digital-predistortion (DPD) framework can help overcome the challenges of signal distortion and energy ...