Computational neuroscience

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

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
Illustration of a group of neurons.

This paper changed my life: Nancy Padilla-Coreano on learning the value of population coding

The 2013 Nature paper by Mattia Rigotti and his colleagues revealed how mixed selectivity neurons—cells that are not selectively tuned to a stimulus—play a key role in cognition.

By Nancy Padilla-Coreano
1 December 2025 | 5 min read
Two hands hold a paper airplane.

How will neuroscience training need to change in the future?

Training in computational neuroscience, data science and statistics will need to expand, say many of the scientists we surveyed. But that must be balanced with a more traditional grounding in the scientific method and critical thinking. Researchers noted that funding concerns will also affect training, especially for people from underrepresented groups.

By The Transmitter
15 November 2025 | 11 min read
Two bouncing balls.

What are the fastest-growing areas in neuroscience?

Respondents pointed to computational neuroscience, systems neuroscience, neuroimmunology and neuroimaging, among other subfields.

By The Transmitter
15 November 2025 | 6 min read
Illustration of a series of floating pools of water overflowing into each other.

The missing half of the neurodynamical systems theory

Bifurcations—an underexplored concept in neuroscience—can help explain how small differences in neural circuits give rise to entirely novel functions.

By Xiao-Jing Wang
27 October 2025 | 8 min read

Explore more from The Transmitter

Research image of organoids derived from stem cell lines from people with intellectual disability, polymicroglia or microcephaly, alongside a control organoid.

New organoid atlas unveils four neurodevelopmental signatures

The comprehensive resource details data on microcephaly, polymicrogyria, epilepsy and intellectual disability from 352 people.

By Diana Kwon
17 December 2025 | 4 min read

Can neuroscientists decode memories solely from a map of synaptic connections?

Five experts discuss the progress, possibilities and hurdles of decoding a “nontrivial” memory from an organism just by analyzing its brain connectivity patterns.

By Paul Middlebrooks
17 December 2025 | 1 min read
A scientist chases falling code with a butterfly net in a spare landscape with beautiful high clouds.

AI-assisted coding: 10 simple rules to maintain scientific rigor

These guidelines can help researchers ensure the integrity of their work while accelerating progress on important scientific questions.

By Russell Poldrack
16 December 2025 | 7 min read

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