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Using Brain Imaging to Improve Neural Networks with Alona Fyshe - #513

Using Brain Imaging to Improve Neural Networks with Alona Fyshe - #513

FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)


Using Brain Imaging to Improve Neural Networks with Alona Fyshe - #513

FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

ratings:
Length:
36 minutes
Released:
Aug 26, 2021
Format:
Podcast episode

Description

Today we’re joined by Alona Fyshe, an assistant professor at the University of Alberta. 

We caught up with Alona on the heels of an interesting panel discussion that she participated in, centered around improving AI systems using research about brain activity. In our conversation, we explore the multiple types of brain images that are used in this research, what representations look like in these images, and how we can improve language models without knowing explicitly how the brain understands the language. We also discuss similar experiments that have incorporated vision, the relationship between computer vision models and the representations that language models create, and future projects like applying a reinforcement learning framework to improve language generation.

The complete show notes for this episode can be found at twimlai.com/go/513.
Released:
Aug 26, 2021
Format:
Podcast episode

Titles in the series (100)

This Week in Machine Learning & AI is the most popular podcast of its kind. TWiML & AI caters to a highly-targeted audience of machine learning & AI enthusiasts. They are data scientists, developers, founders, CTOs, engineers, architects, IT & product leaders, as well as tech-savvy business leaders. These creators, builders, makers and influencers value TWiML as an authentic, trusted and insightful guide to all that’s interesting and important in the world of machine learning and AI. Technologies covered include: machine learning, artificial intelligence, deep learning, natural language processing, neural networks, analytics, deep learning and more.