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

Illustration of spiny mouse.

Learning why spiny mice play well with others

Aubrey Kelly studies the gregarious mammal to explore how the brain controls complex social behaviors “akin to friendship.”

By Hannah Thomasy
2 June 2026 | 5 min read
Research image of human thalamus.

Autism-linked genes expressed in thalamus make an impact, and more

Here is a roundup of autism-related news and research spotted around the web for the week of 1 June.

By Jill Adams
2 June 2026 | 2 min read
Illustration of differing lines of data.

Eighteen teams analyzed the same neurophysiology dataset—and got wildly different answers

The “Brainhack” hackathon revealed that disagreement in neuroscience runs deeper than most researchers suspect—even in electrophysiology, a field that prides itself on hard data.

By Gaëlle Chapuis, Mattia Chini
1 June 2026 | 7 min read