The superposition hypothesis states that a single neuron within a population may participate in the representation of multiple features in order for the population to represent more features than the ...

Unifying Representations in Neural Models

The mission of the Simons Collaboration on Ecological NEuroscience (SCENE) is to understand how affordances offered by the world shape representations in the mind and the brain.

Self-Supervised Learning (SSL) powers many current AI systems. As research interest and investment grow, the SSL design space continues to expand. The Platonic view of SSL, following the Platonic Repr...

An unprecedented dataset of high resolution anatomical images of individual cells in mouse visual cortex, mapped on to their responses. This integrated view of function and structure lays a foundation...

JTN - 2025

Summer school in Eresfjord, Norway (July 8th - 26th, 2024)

Understanding how information is represented in neural networks is a fundamental challenge in both neuroscience and artificial intelligence. Despite their nonlinear architectures, recent evidence sugg...

Francisco Varela’s Principles of Biological Autonomy was a groundbreaking text when it was first published in 1979, putting forth a novel theory of how...

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On January 10—Cut Your Energy Costs Day—PSEG Long Island recognized Cold Spring Harbor Laboratory’s (CSHL’s) ongoing sustainability initiatives with $279,000 in rebates. These efforts are part of CSHL...

While the impressive performance of modern neural networks is often attributed to their capacity to efficiently extract task-relevant features from data, the mechanisms underlying this rich feature le...