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 a virtual environment simulating an animal’s viewpoint close to the ground.

Seeing the world as animals do: How to leverage generative AI for ecological neuroscience

Generative artificial intelligence will offer a new way to see, simulate and hypothesize about how animals experience their worlds. In doing so, it could help bridge the long-standing gap between neural function and behavior.

By Shahab Bakhtiari
8 December 2025 | 8 min read

Psilocybin rewires specific mouse cortical networks in lasting ways

Neuronal activity induced by the psychedelic drug strengthens inputs from sensory brain areas and weakens cortico-cortical recurrent loops.

By Siddhant Pusdekar
5 December 2025 | 0 min watch

Home makeover helps rats better express themselves: Q&A with Raven Hickson and Peter Kind

The “Habitat”—a complex environment with space for large social groups—expands the behavioral repertoire of rodent models, Hickson and Kind say.

By Holly Barker
4 December 2025 | 0 min watch

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