Computational neuroscience

Recent articles

Multicolored illustration of a human brain as seen from the top down.

Most neurons in mouse cortex defy functional categories

The majority of cells in the cerebral cortex are unspecialized, according to an unpublished analysis—and scientists need to take care in naming neurons, the researchers warn.

By Holly Barker
7 January 2025 | 5 min read
Illustration of lines of text being distorted by red orbs.

This paper changed my life: ‘A massively parallel architecture for a self-organizing neural pattern recognition machine,’ by Carpenter and Grossberg

This paper taught me that we can use mathematical modeling to understand how neural networks are organized—and led me to a doctoral program in the department led by its authors.

By Luiz Pessoa
6 January 2025 | 3 min read
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Eli Sennesh talks about bridging predictive coding and NeuroAI

Predictive coding is an enticing theory of brain function. Building on decades of models and experimental work, Eli Sennesh proposes a biologically plausible way our brain might implement it.

By Paul Middlebrooks
3 January 2025 | 98 min listen
Illustration shows a solitary figure moving through a green and blue field of dots moving at different rates.

Explaining ‘the largest unexplained number in brain science’: Q&A with Markus Meister and Jieyu Zheng

The human brain takes in sensory information roughly 100 million times faster than it can respond. Neuroscientists need to explore this perceptual paradox to better understand the limits of the brain, Meister and Zheng say.

By Claudia López Lloreda
17 December 2024 | 8 min read
High-resolution image of interconnected brain cells highlighted in magenta and blue.

What are recurrent networks doing in the brain?

The cortex is filled with excitatory local synapses, but we know little about their role in brain function. New experimental tools, along with ideas from artificial intelligence, are poised to change that.

By Mark Histed
16 December 2024 | 5 min read
Illustration of a person holding a box that is emitting laser-like beams and projecting a large curved black surface.

Imagining the ultimate systems neuroscience paper

A growing body of papers on systems neuroscience and on giant simulations of neural circuits involves data beyond the point that anyone can reasonably understand end to end. Looking ahead, “paper-bots” could solve that problem.

By Mark Humphries
2 December 2024 | 8 min read
Illustration of a brain overlaid with circles containing flowers and circuit-like networks, among other images.

NeuroAI: A field born from the symbiosis between neuroscience, AI

As the history of this nascent discipline reveals, neuroscience has inspired advances in artificial intelligence, and AI has provided a testing ground for models in neuroscience, accelerating progress in both fields.

By Anthony Zador
11 November 2024 | 7 min listen
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What the brain can teach artificial neural networks

The brain offers valuable lessons to artificial neural networks to boost their data and energy efficiency, flexibility and more.

By Anthony Zador
11 November 2024 | 6 min read
Research image of mouse brain scans.

Widely distributed brain areas sync to orchestrate decisions in rodents

Multiple brain areas synchronize their activity to help a rodent accumulate the evidence it needs to make a choice, two new studies suggest.

By Claudia López Lloreda
29 October 2024 | 7 min read
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Cristina Savin and Tim Vogels discuss how AI has shaped their neuroscience research

Not all neuroscientists use artificial intelligence in the same way or for the same purpose. Neuroscience researchers from different fields discuss the impact AI has had on their research and how it influences productivity in their labs.

By Paul Middlebrooks
11 October 2024 | 80 min listen

Explore more from The Transmitter

Grid of human brain scans.

Dose, scan, repeat: Tracking the neurological effects of oral contraceptives

We know little about how the brain responds to oral contraceptives, despite their widespread use. I am committed to changing that: I scanned my brain 75 times over the course of a year and plan to make my data openly available.

By Carina Heller
20 January 2025 | 7 min read
Colorful illustration of a latticework of proteins.

Cracking the code of the extracellular matrix

Despite evidence for a role in plasticity and other crucial functions, many neuroscientists still view these proteins as “brain goop.” The field needs technical advances and a shift in scientific thinking to move beyond this outdated perspective.

By Anna Victoria Molofsky
17 January 2025 | 5 min read
A repeated DNA strand extends farther from the left side of the image with each iteration.

Huntington’s disease gene variants past a certain size poison select cells

The findings—providing “the next step in the whole pathway”—help explain the disease’s late onset and offer hope that it has an extended therapeutic window.

By Angie Voyles Askham
16 January 2025 | 6 min read