Theoretical neuroscience

Recent articles

Tomaso Poggio on his quest for theories to explain the fundamental learning abilities of brains and machines

Thus far, engineering has outpaced theory in the science of intelligence. But Poggio is hopeful that theories can catch up.

By Paul Middlebrooks
14 January 2026 | 1 min read
Illustration of a simple circuit.

Not playing around: Why neuroscience needs toy models

Amid the rise of billion-parameter models, I argue that toy models, with just a few neurons, remain essential—and may be all neuroscience needs.

By Marcus Ghosh
22 December 2025 | 6 min read
Speech bubbles and images of a brain overlaid on a globe.

A community-designed experiment tests open questions in predictive processing

More than 50 scientists came together to identify the key missing data needed to rigorously test theoretical models.

By Jérôme Lecoq
12 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

Ann Kennedy explains the theoretical neuroscience of survival behaviors

The Scripps neuroscientist calls for a broader theoretical neuroscience approach in her area of research, which focuses on how the subcortex bridges life and cognition.

By Paul Middlebrooks
24 September 2025 | 1 min read

Xaq Pitkow shares his principles for studying cognition in our imperfect brains and bodies

Pitkow discusses how evolution's messy constraints shape optimal brain algorithms, from Bayesian inference to ecological affordances.

By Paul Middlebrooks
27 August 2025 | 1 min read
Illustration of a brain made up of ones and zeros.

Long-standing theoretical neuroscience fellowship program loses financial support

Funding from the Swartz and Sloan Foundations helped bring physicists and mathematicians into neuroscience for more than 30 years.

By Calli McMurray
26 August 2025 | 5 min read
A series of colored rectangles in a cosmos-like black space.

The challenge of defining a neural population

Our current approach is largely arbitrary. We need new methods for grouping cells, ideally by their dynamics.

By Mark Humphries
11 August 2025 | 8 min read

Xiao-Jing Wang outlines the future of theoretical neuroscience

Wang discusses why he decided the time was right for a new theoretical neuroscience textbook and how bifurcation is a key missing concept in neuroscience explanations.

By Paul Middlebrooks
2 July 2025 | 112 min listen
A blue 3D cube made of interlacing smooth, round tubes.

Thinking about thinking: AI offers theoretical insights into human memory

We need a new conceptual framework for understanding cognitive functions—particularly how globally distributed brain states are formed and maintained for hours.

By Terrence Sejnowski
5 May 2025 | 7 min read

Explore more from The Transmitter

Mouse brain slices.

Cortical evolution, ZBTB18, and more

Here is a roundup of autism-related news and research spotted around the web for the week of 30 March.

By Jill Adams
31 March 2026 | 2 min read
Drawing of a brain.

Letter asks Congress for nearly $500 million to sustain BRAIN Initiative

The one-time boost would help counter the planned end this year to one of the program’s long-standing funding streams, which will result in a $195 million drop in funding for fiscal year 2027.

By Angie Voyles Askham
31 March 2026 | 3 min read
A human arm and a robot arm write code together on a small blackboard.

How to teach programming in the age of AI

Scientists and educators are concerned about students using artificial intelligence to shortcut their learning. But there are also opportunities, especially when it comes to teaching neuroscience students how to code.

By Ashley Juavinett
30 March 2026 | 8 min read