

On models of the mind - with Grace Lindsay - #1
12 snips Oct 13, 2023
Grace Lindsay, author of 'Models of the Mind', discusses the history of electricity in neuroscience, limitations of pen and paper calculations, failed neuroscience papers, origins of AI and the perceptron, neural coding and information processing, hierarchy of feature extractors in the visual system, firing rate models and ring networks, different types of models in computational neuroscience, reinforcement learning, and challenges in theoretical neuroscience.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12
Introduction
00:00 • 5min
The History of Electricity in Neuroscience
04:36 • 17min
The Limitations of Pen and Paper Calculations
21:58 • 16min
Anecdote of a Remarkable Neuroscientist
37:46 • 2min
A Paper on Logic with Neurons and its Limited Impact in Neuroscience
39:24 • 2min
The Origins of AI and the Perceptron
40:58 • 6min
Neural Coding and Information Processing
46:34 • 11min
Hierarchy of Feature Extractors in the Visual System
57:13 • 8min
Firing Rate Models and Ring Networks in Computational Neuroscience
01:05:08 • 4min
Models in Computational Neuroscience
01:09:29 • 15min
Reinforcement Learning and Computational Neuroscience
01:24:51 • 20min
Shifting Mindsets and Challenges in Theoretical Neuroscience
01:45:21 • 6min