Machine learning

Recent articles

High-resolution image of interconnected brain cells highlighted in magenta and blue.

What are recurrent networks doing in the brain?

The cortex is filled with excitatory local synapses, but we know little about their role in brain function. New experimental tools, along with ideas from artificial intelligence, are poised to change that.

By Mark Histed
16 December 2024 | 5 min read
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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
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Karen Adolph explains how we develop our ability to move through the world

How do babies' bodies and their environment teach them to move—and how can robots benefit from these insights?

By Paul Middlebrooks
25 October 2024 | 89 min listen
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Kim Stachenfeld on the dance between neuroscience and artificial intelligence

As a researcher at both Google DeepMind and Columbia University, Stachenfeld offers cross-disciplinary insight into how to understand the brain.

By Paul Middlebrooks
11 September 2024 | 93 min listen
Illustration of a neuron with cardinal directions superimposed over it as on a compass.

Neurons’ spikes may convey their whereabouts

The time lag between spurts of activity holds anatomical information, according to a preprint.

By Holly Barker
23 August 2024 | 4 min read

Robots boost data consistency in rodent studies reliant on mechanical, optogenetic stimulation

Two new devices take experimenter variation out of the equation, the lead investigators say.

By Calli McMurray
15 May 2024 | 0 min watch
A child uses a tablet device

New tablet-based tools to spot autism draw excitement — and questions

Handheld devices promise to bring autism detection home, but many researchers urge caution.

By Charles Q. Choi
4 January 2024 | 8 min read
An illustration of a stack of papers with a red line running through them

Scrutinized autism prediction paper retracted over problems in peer review

The paper is one of more than 8,000 that have been pulled by the publisher this year, after an investigation found evidence of manipulation in the publication and peer-review process.

By Calli McMurray
15 December 2023 | 3 min read

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Rajesh Rao reflects on predictive brains, neural interfaces and the future of human intelligence

Twenty-five years ago, Rajesh Rao proposed a seminal theory of how brains could implement predictive coding for perception. His modern version zeroes in on actions.

By Paul Middlebrooks
18 December 2024 | 97 min listen
Portrait of Yves Fregnac

In memoriam: Yves Frégnac, influential and visionary French neuroscientist

Frégnac, who died on 18 October at the age of 73, built his career by meeting neuroscience’s complexity straight on.

By Bahar Gholipour
18 December 2024 | 9 min read
Illustration shows a solitary figure moving through a green and blue field of dots moving at different rates.

Explaining ‘the largest unexplained number in brain science’: Q&A with Markus Meister and Jieyu Zheng

The human brain takes in sensory information roughly 100 million times faster than it can respond. Neuroscientists need to explore this perceptual paradox to better understand the limits of the brain, Meister and Zheng say.

By Claudia López Lloreda
17 December 2024 | 8 min read