Brain Inspired - podcast cover

Brain Inspired

Paul Middlebrooksbraininspired.co
Neuroscience and artificial intelligence work better together. Brain inspired is a celebration and exploration of the ideas driving our progress to understand intelligence. I interview experts about their work at the interface of neuroscience, artificial intelligence, cognitive science, philosophy, psychology, and more: the symbiosis of these overlapping fields, how they inform each other, where they differ, what the past brought us, and what the future brings. Topics include computational neuroscience, supervised machine learning, unsupervised learning, reinforcement learning, deep learning, convolutional and recurrent neural networks, decision-making science, AI agents, backpropagation, credit assignment, neuroengineering, neuromorphics, emergence, philosophy of mind, consciousness, general AI, spiking neural networks, data science, and a lot more. The podcast is not produced for a general audience. Instead, it aims to educate, challenge, inspire, and hopefully entertain those interested in learning more about neuroscience and AI.
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Episodes

BI 215 Xiao-Jing Wang: Theoretical Neuroscience Comes of Age

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership . Sign up for Brain Inspired email alerts to be notified every time a new Brain Inspired episode is ...

Jul 02, 20251 hr 52 min

BI 214 Nicole Rust: How To Actually Fix Brains and Minds

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership . Check out this story: What, if anything, makes mood fundamentally different from memory? Sign up f...

Jun 18, 20251 hr 33 min

BI 213 Representations in Minds and Brains

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership . Check out this series of essays about representations: What are we talking about? Clarifying the f...

Jun 04, 20252 hr 7 min

BI 212 John Beggs: Why Brains Seek the Edge of Chaos

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership . Sign up for Brain Inspired email alerts to be notified every time a new Brain Inspired episode is ...

May 21, 20251 hr 34 min

BI 211 COGITATE: Testing Theories of Consciousness

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership . Sign up for Brain Inspired email alerts to be notified every time a new Brain Inspired episode is ...

May 07, 20252 hr

BI 210 Dean Buonomano: Consciousness, Time, and Organotypic Dynamics

Support the show to get full episodes, full archive, and join the Discord community . Dean Buonomano runs the Buonomano lab at UCLA. Dean was a guest on Brain Inspired way back on episode 18, where we talked about his book Your Brain is a Time Machine: The Neuroscience and Physics of Time , which details much of his thought and research about how centrally important time is for virtually everything we do, different conceptions of time in philosophy, and how how brains might tell time. That was a...

Apr 22, 20251 hr 51 min

BI 209 Aran Nayebi: The NeuroAI Turing Test

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership . Sign up for the “Brain Inspired” email alerts to be notified every time a new “Brain Inspired” epi...

Apr 09, 20251 hr 44 min

BI 208 Gabriele Scheler: From Verbal Thought to Neuron Computation

Support the show to get full episodes, full archive, and join the Discord community . Gabriele Scheler co-founded the Carl Correns Foundation for Mathematical Biology . Carl Correns was her great grandfather, one of the early pioneers in genetics. Gabriele is a computational neuroscientist, whose goal is to build models of cellular computation, and much of her focus is on neurons. We discuss her theoretical work building a new kind of single neuron model. She, like Dmitri Chklovskii a few episod...

Mar 26, 20251 hr 35 min

BI 207 Alison Preston: Schemas in our Brains and Minds

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership . Sign up for the “Brain Inspired” email alerts to be notified every time a new “Brain Inspired” epi...

Mar 12, 20251 hr 30 min

BI 206 Ciara Greene: Memories Are Useful, Not Accurate

Support the show to get full episodes, full archive, and join the Discord community . Ciara Greene is Associate Professor in the University College Dublin School of Psychology. In this episode we discuss Ciara's book Memory Lane: The Perfectly Imperfect Ways We Remember , co-authored by her colleague Gillian Murphy. The book is all about how human episodic memory works and why it works the way it does. Contrary to our common assumption, a "good memory" isn't necessarily highly accurate - we don'...

Feb 26, 20251 hr 29 min

BI 205 Dmitri Chklovskii: Neurons Are Smarter Than You Think

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership . Sign up for the “Brain Inspired” email alerts to be notified every time a new “Brain Inspired” epi...

Feb 12, 20251 hr 39 min

BI 204 David Robbe: Your Brain Doesn’t Measure Time

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership . Sign up for the “Brain Inspired” email alerts to be notified every time a new “Brain Inspired” epi...

Jan 29, 20251 hr 38 min

BI 203 David Krakauer: How To Think Like a Complexity Scientist

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership . Sign up for the “Brain Inspired” email alerts to be notified every time a new “Brain Inspired” epi...

Jan 14, 20251 hr 46 min

BI 202 Eli Sennesh: Divide-and-Conquer to Predict

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership . Sign up for the “Brain Inspired” email alerts to be notified every time a new Brain Inspired episo...

Jan 03, 20251 hr 38 min

BI 201 Rajesh Rao: From Predictive Coding to Brain Co-Processors

Support the show to get full episodes, full archive, and join the Discord community . Today I'm in conversation with Rajesh Rao, a distinguished professor of computer science and engineering at the University of Washington, where he also co-directs the Center for Neurotechnology. Back in 1999, Raj and Dana Ballard published what became quite a famous paper , which proposed how predictive coding might be implemented in brains. What is predictive coding, you may be wondering? It's roughly the idea...

Dec 18, 20241 hr 37 min

BI 200 Grace Hwang and Joe Monaco: The Future of NeuroAI

Support the show to get full episodes, full archive, and join the Discord community . Joe Monaco and Grace Hwang co-organized a recent workshop I participated in, the 2024 BRAIN NeuroAI Workshop . You may have heard of the BRAIN Initiative, but in case not, BRAIN is is huge funding effort across many agencies, one of which is the National Institutes of Health, where this recent workshop was held. The BRAIN Initiative began in 2013 under the Obama administration, with the goal to support developi...

Dec 04, 20241 hr 37 min

BI 199 Hessam Akhlaghpour: Natural Universal Computation

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership . Sign up for the “Brain Inspired” email alerts to be notified every time a new “Brain Inspired” epi...

Nov 26, 20241 hr 49 min

BI 198 Tony Zador: Neuroscience Principles to Improve AI

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership . Sign up for the “Brain Inspired” email alerts to be notified every time a new “Brain Inspired” epi...

Nov 11, 20241 hr 35 min

BI 197 Karen Adolph: How Babies Learn to Move and Think

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership . Sign up for the “Brain Inspired” email alerts to be notified every time a new “Brain Inspired” epi...

Oct 25, 20241 hr 30 min

BI 196 Cristina Savin and Tim Vogels with Gaute Einevoll and Mikkel Lepperød

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. This is the second conversation I had while teamed up with Gaute Einevoll at a workshop on NeuroAI in Norway. In this episode, Gaute...

Oct 11, 20241 hr 20 min

BI 195 Ken Harris and Andreas Tolias with Gaute Einevoll and Mikkel Lepperød

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. This is the first of two less usual episodes. I was recently in Norway at a NeuroAI workshop called Validating models: How would suc...

Oct 08, 20241 hr 17 min

BI 194 Vijay Namboodiri & Ali Mohebi: Dopamine Keeps Getting More Interesting

Support the show to get full episodes, full archive, and join the Discord community . https://youtu.be/lbKEOdbeqHo The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. The Transmitter has provided a transcript for this episode. Vijay Namoodiri runs the Nam Lab at the Uni...

Sep 27, 20241 hr 37 min

BI 193 Kim Stachenfeld: Enhancing Neuroscience and AI

Support the show to get full episodes, full archive, and join the Discord community . The Transmitter is an online publication that aims to deliver useful information, insights and tools to build bridges across neuroscience and advance research. Visit thetransmitter.org to explore the latest neuroscience news and perspectives, written by journalists and scientists. Read more about our partnership . Check out this story: Monkeys build mental maps to navigate new tasks Sign up for “Brain Inspired”...

Sep 11, 20241 hr 33 min

BI 192 Àlex Gómez-Marín: The Edges of Consciousness

Support the show to get full episodes, full archive, and join the Discord community . Àlex Gómez-Marín heads The Behavior of Organisms Laboratory at the Institute of Neuroscience in Alicante, Spain. He's one of those theoretical physicist turned neuroscientist, and he has studied a wide range of topics over his career. Most recently, he has become interested in what he calls the "edges of consciousness", which encompasses the many trying to explain what may be happening when we have experiences ...

Aug 28, 20241 hr 31 min

BI 191 Damian Kelty-Stephen: Fractal Turbulent Cascading Intelligence

Support the show to get full episodes, full archive, and join the Discord community . Damian Kelty-Stephen is an experimental psychologist at State University of New York at New Paltz. Last episode with Luis Favela, we discussed many of the ideas from ecological psychology, and how Louie is trying to reconcile those principles with those of neuroscience. In this episode, Damian and I in some ways continue that discussion, because Damian is also interested in unifying principles of ecological psy...

Aug 15, 20241 hr 28 min

BI 190 Luis Favela: The Ecological Brain

Support the show to get full episodes, full archive, and join the Discord community . Luis Favela is an Associate Professor at Indiana University Bloomington. He is part philosopher, part cognitive scientist, part many things, and on this episode we discuss his new book, The Ecological Brain: Unifying the Sciences of Brain, Body, and Environment . In the book, Louie presents his NeuroEcological Nexus Theory, or NExT, which, as the subtitle says, proposes a way forward to tie together our brains,...

Jul 31, 20241 hr 41 min

BI 189 Joshua Vogelstein: Connectomes and Prospective Learning

Support the show to get full episodes, full archive, and join the Discord community . Jovo, as you'll learn, is theoretically oriented, and enjoys the formalism of mathematics to approach questions that begin with a sense of wonder. So after I learn more about his overall approach, the first topic we discuss is the world's currently largest map of an entire brain... the connectome of an insect, the fruit fly. We talk about his role in this collaborative effort, what the heck a connectome is, why...

Jun 29, 20241 hr 27 min

BI 188 Jolande Fooken: Coordinating Action and Perception

Support the show to get full episodes, full archive, and join the Discord community . Jolande Fooken is a post-postdoctoral researcher interested in how we move our eyes and move our hands together to accomplish naturalistic tasks. Hand-eye coordination is one of those things that sounds simple and we do it all the time to make meals for our children day in, and day out, and day in, and day out. But it becomes way less seemingly simple as soon as you learn how we make various kinds of eye moveme...

May 27, 20241 hr 28 min

BI 187: COSYNE 2024 Neuro-AI Panel

Support the show to get full episodes, full archive, and join the Discord community . Recently I was invited to moderate a panel at the annual Computational and Systems Neuroscience, or COSYNE, conference. This year was the 20th anniversary of COSYNE, and we were in Lisbon Porturgal. The panel goal was to discuss the relationship between neuroscience and AI. The panelists were Tony Zador, Alex Pouget, Blaise Aguera y Arcas, Kim Stachenfeld, Jonathan Pillow, and Eva Dyer. And I'll let them introd...

Apr 20, 20241 hr 4 min
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