Computational neuroscience

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This series examines the latest advances and insights on the intersection between neuroscience and AI.

Neural networks illustration.

This paper changed my life: Appreciating John Hopfield’s brilliant neural network

In a 1982 paper, the Nobel laureate created his namesake recurrent neural network—work that taught Maria Geffen to always ground research questions in biology.

By Maria Geffen
15 May 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
A fragmenting cube hovers over a person reading a book.

Error equation predicts brain’s ability to generalize

Four statistical measurements of neural network geometry capture how well brains and artificial networks use what they already know to solve new problems, a study suggests.

By Natalia Mesa
10 April 2026 | 5 min read

Romain Brette reveals fundamental flaws in commonly assumed neuroscience concepts

His new book, “The Brain, In Theory,” offers alternatives to many of the computer science frameworks currently driving theoretical neuroscience.

By Paul Middlebrooks
8 April 2026 | 131 min listen
Book cover of The Brain, In Theory by Romain Brette.

‘The Brain, In Theory,’ an excerpt

In his new book, Brette pushes back against theories that describe the brain as a “biological computer.” In this excerpt from Chapter 4, he challenges equating brain evolution with programming, and the universality of neural network models.

By Romain Brette
7 April 2026 | 5 min read

Explore more from The Transmitter

Exclusive: Brain and spinal cord institute halts research, citing funding problems

The Burke Neurological Institute, which calls itself “the only research institute in the U.S. dedicated to finding treatments to repair the brain and spinal cord,” ceased research operations on 22 May.

By Lauren Schenkman
4 June 2026 | 5 min read
Photo collage of Tempest McDonald.

When autistic kids grow up, Chapter 1: Those people

What leads an autism researcher to publish an intentionally inflammatory paper accusing the NIH of discrimination?

By Brady Huggett
4 June 2026 | 24 min listen
Headshots of Yale researchers Yong-Hui Jiang and Jiangbing Zhou.

Supported by a $40 million NIH grant, Yale brain shuttle technology raises questions

Yale University claims its STEP platform might be able to deliver gene-editing tools into the brain via multiple routes. Researchers are eager to see more.

By Natalia Mesa
3 June 2026 | 11 min read