Jay McClelland is a Computational Cognitive Neuroscientist and one of the founding fathers of the field of neural networks and deep learning in the 1980s, which led directly to today's explosion in AI and machine learning algorithms that are transforming our lives. He is the Lucie Stern Professor at Stanford University, where he was formerly the chair of the psychology department, and is currently a Consulting Research Scientist at DeepMind, perhaps the leader in machine learning technologies today.
Jay is best known for his work on statistical learning and parallel distributed processing, applying connectionist models (or neural networks) to explain cognitive phenomena such as spoken word recognition and visual word recognition. Today, he works on integrating language, memory, and visuospatial cognition in an integrated understanding system to capture human intelligence and enhance artificial intelligence, exploring how education and human-invented tools of thought can enhance human and machine intelligence.
EPISODE SUMMARY
In this conversation we talk about:
Talking to Jay really reminded me of the best in mankind, that through curiosity, asking interesting questions, and constructing thought models and experiments, we can unlock such a subtle and fundamental thing like cognition and the connectionist model, which then unlocks all of this power for society at large. We now have this responsibility to reign in the worst of mankind in how we exploit, curate, and share in the benefits of this incredible power. This will be a running topic for us, AI in the future. We explore the power of design and human-centered thinking to create a better future for everyone.
This conversation with Jay is one of many weekly conversations we already have lined up for you with leading authors, thinkers, designers, makers, scientists, and social entrepreneurs who are working to change our world for the better. So follow this podcast on your favorite podcast app, or head over to remakepod.org to subscribe.
And now, let's jump right in with Jay McClelland.
TIMESTAMP CHAPTERS
[7:28] Life in the Present
[9:08] Early Childhood Perspectives
[12:33] A Path to Psychology
[22:16] Modeling Cognition
[27:37] Neural Networks
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