Computational neuroscience

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

Illustration of flocking birds.

From genes to dynamics: Examining brain cell types in action may reveal the logic of brain function

Defining brain cell types is no longer a matter of classification alone, but of embedding their genetic identities within the dynamical organization of population activity.

By Liset M. de la Prida
9 February 2026 | 6 min read
Mouse on top of drinking water spout in crowded cage.

Cracking the neural code for emotional states

Rather than act as a simple switchboard for innate behaviors, the hypothalamus encodes an animal's internal state, which influences behavior.

By Natalia Mesa
8 January 2026 | 8 min read
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
Illustration of human figures holding brightly colored connected dots.

The best of ‘this paper changed my life’ in 2025

From a study that upended astrocyte research to one that reignited the field of spiking neural networks, experts weighed in on the papers that significantly shaped how they think about and approach neuroscience.

By The Transmitter
24 December 2025 | 2 min read

Tatiana Engel explains how to connect high-dimensional neural circuitry with low-dimensional cognitive functions

Neuroscientists have long sought to understand the relationship between structure and function in the vast connectivity and activity patterns in the brain. Engel discusses her modeling approach to discovering the hidden patterns that connect the two.

By Paul Middlebrooks
3 December 2025 | 1 min read

Explore more from The Transmitter

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
Annette Dolphin.

Remembering Annette Dolphin, who helped explain gabapentin’s effects

The "intuitive" neuropharmacologist pushed against the status quo.

By Michael Eisenstein
13 March 2026 | 7 min read
Data visualization from a genome-wide association study.

Revised statistical bar extracts less-common variants from autism genetics studies

Adjusting genetic analyses could help plug autism’s heritability gap, according to a new preprint.

By Holly Barker
12 March 2026 | 4 min read