Neural networks

Recent articles

Research image visualizing neuronal activity.

Switching neural code may solve ongoing face-recognition debate

Face patch cells in macaque monkeys initially respond to images of any object but rapidly transition to attend to faces exclusively, a new study finds.

By Holly Barker
23 April 2026 | 5 min read
Illustration of a sheet of paper with a topography map-like pattern on it.

Why neural foundation models work, and what they might—and might not—teach us about the brain

These models can partly generalize across species, brain regions and tasks, suggesting that a set of machine-learnable rules govern neural population activity. But will we be able to understand them?

By Juan Gallego
13 April 2026 | 8 min read

Large-scale neuroimaging datasets often lack information specific to women’s health, constraining AI’s analysis potential

Addressing this gap will require collecting widespread data on pregnancy, menopause and other life events women experience—and could bring us closer to the “holy grail” of linking brain and behavior.

By Amy Kuceyeski
16 March 2026 | 0 min watch

Tom Griffiths describes how neural networks, logic and probability theory together explain cognition

In his new book, “The Laws of Thought,” Griffiths shows how these three pillars of study complement one another and together form a solid foundation to eventually explain all of our cognition, from brain to mind.

By Paul Middlebrooks
11 March 2026 | 100 min listen

How insights from network theory can boost interdisciplinary efforts

Communication on one interdisciplinary research team improved after the researchers turned an analysis technique used to study the brain on themselves and identified the roles people played in lab meetings.

By Emily Singer
23 February 2026 | 0 min watch
Brain-shaped go-karts race.

The 1,000 neuron challenge

A competition to design small, efficient neural models might provide new insight into real brains—and perhaps unite disparate modeling efforts.

By Tom Stafford
5 January 2026 | 8 min read
A stack of papers topped by many paper shreddings against a red background.

Exclusive: Springer Nature retracts, removes nearly 40 publications that trained neural networks on ‘bonkers’ dataset

The dataset contains images of children’s faces downloaded from websites about autism, which sparked concerns at Springer Nature about consent and reliability.

By Calli McMurray
8 December 2025 | 5 min read
Stack of papers.

What are the most-cited neuroscience papers from the past 30 years?

Highly cited papers reflect the surge in artificial-intelligence research in the field and other technical advances, plus prizewinning work on analgesics, the fusiform face area and ion channels.

By The Transmitter
15 November 2025 | 11 min read
Raphael Yuste leaning on a bench in his lab. A red filter colors the scene.

Releasing the Hydra with Rafael Yuste

Losing HHMI Investigator status prompted Yuste to study neural networks in a new way.

By Brady Huggett, Shaena Montanari
4 April 2025 | 10 min read
Headshots of Michelle Monje and Frank Winkler.

2025 Brain Prize honors pair of cancer neuroscientists

Michelle Monje and Frank Winkler share the $1.4 million award for their discovery of synapses between brain cancer cells and neurons.

By Sydney Wyatt
5 March 2025 | 3 min read

Explore more from The Transmitter

Illustration of man holding a microphone facing an audience.

After the ‘Thank you’ slide: When lived trauma enters trauma neuroscience

Trauma researchers need professional norms that allow brief, humane acknowledgment when acute trauma directly affects a scientific community.

By Ziv Ben-Zion
22 July 2026 | 7 min read
Illustration of scientist facing a fractured landscape.

Redefining underrepresentation in global neuroscience

Shifting the focus of equity initiatives from identity categories to structural barriers can reveal overlooked challenges and increase support and participation worldwide.

Illustration of an open journal featuring lines of text and small illustrations of eyes and mouths.

Separate neuronal pathways mediate social, attentional behaviors

Here is a roundup of autism-related news and research spotted around the web for the week of 20 July.

By Jill Adams
21 July 2026 | 2 min read