NeuroAI

Recent articles

Advances and insights on the intersection between neuroscience and artificial intelligence

Image of squirrels on a branch.

NeuroAI and the hidden complexity of agency

As we attempt to build autonomous artificial-intelligence systems, we're discovering that a capability we take for granted in animals may be much more complex than we imagined.

By Anthony Zador
5 February 2025 | 6 min read
Computer-generated illustration of an hourglass encased in a larger piece of cracked glass.

The brain holds no exclusive rights on how to create intelligence

Many of the recent developments underlying the explosive success of artificial intelligence have diverged from using neuroscience as a source of inspiration—and the trend is likely to continue.

By Dean Buonomano
27 January 2025 | 7 min read

Eli Sennesh talks about bridging predictive coding and NeuroAI

Predictive coding is an enticing theory of brain function. Building on decades of models and experimental work, Eli Sennesh proposes a biologically plausible way our brain might implement it.

By Paul Middlebrooks
3 January 2025 | 98 min listen
Black-and-white image of cubes floating out of the bottom half of a human head.

Solving intelligence requires new research and funding models

Our research ecosystem isn't built to deliver the breakthroughs needed to understand intelligence at scale. We need a dedicated research institution to take up the task.

By David A. Markowitz
13 December 2024 | 6 min read

Grace Hwang and Joe Monaco discuss the future of NeuroAI

Hwang and Monaco organized a recent workshop to hear from leaders in the field about how best to integrate NeuroAI research into the BRAIN Initiative.

By Paul Middlebrooks
4 December 2024 | 97 min listen
Illustration of a brain overlaid with circles containing flowers and circuit-like networks, among other images.

NeuroAI: A field born from the symbiosis between neuroscience, AI

As the history of this nascent discipline reveals, neuroscience has inspired advances in artificial intelligence, and AI has provided a testing ground for models in neuroscience, accelerating progress in both fields.

By Anthony Zador
11 November 2024 | 7 min listen
Illustration of a simple matrix of overlapping circles next to a more complex network of intersecting lines against a muted but colorful background.

What the brain can teach artificial neural networks

The brain offers valuable lessons to artificial neural networks to boost their data and energy efficiency, flexibility and more.

By Anthony Zador
11 November 2024 | 6 min read

How Anthony Zador thinks neuroscience can help improve AI

Artificial intelligence is ubiquitous and powerful, but can neuroscience still help advance it? Zador describes the “virtuous circle” of neuroscience and AI that drives progress in both fields.

By Paul Middlebrooks
11 November 2024 | 93 min listen

Cristina Savin and Tim Vogels discuss how AI has shaped their neuroscience research

Not all neuroscientists use artificial intelligence in the same way or for the same purpose. Neuroscience researchers from different fields discuss the impact AI has had on their research and how it influences productivity in their labs.

By Paul Middlebrooks
11 October 2024 | 80 min listen

Kenneth Harris and Andreas Tolias explain how AI has informed their neuroscience research

Modern AI models have shaped how the pair thinks about our brains and minds, asks research questions and views scientific progress and productivity.

By Paul Middlebrooks
8 October 2024 | 77 min listen

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Explore more from The Transmitter

Research image of brain glucose levels in mice.

Food for thought: Neuronal fuel source more flexible than previously recognized

The cells primarily rely on glucose—rather than lactate from astrocytes—to generate energy, according to recent findings in mice.

By Giorgia Guglielmi
7 February 2025 | 6 min read
Abstract illustration of overlapping lines.

Claims of necessity and sufficiency are not well suited for the study of complex systems

The earliest studies on necessary and sufficient neural populations were performed on simple invertebrate circuits. Does this logic still serve us as we tackle more sophisticated outputs?

By Grace Lindsay
7 February 2025 | 6 min read
Research image of a mouse brain slice stained in purple and yellow.

Subthalamic plasticity helps mice squelch innate fear responses

When the animals learn that a perceived threat is not dangerous, long-term activity changes in a part of the subthalamus suppress their instinctive fears.

By Sydney Wyatt
6 February 2025 | 5 min read