⌥ Videos · the papers, presented

The arguments, in motion.

Each paper's argument, presented in full: the question it starts with, the construction, and what it shows. Each one opens onto its companion post and its room in the Maze.

How Long Is the Coast of a Neuron? Resolution-Dependent Interaction Order and Computational Capacity

How long is the coast of a neuron? A walk through the paper.

arXiv

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“More Is Different” in Neural Circuits

“More is different” in neural circuits: a walk through the paper.

Algebraic Emergence of Effective Theories in Canonical Recurrent Motifs of Biological Neuronal Networks

arXiv

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03 · two papers

What is “Physical Computation”? Computational closure and System Compositionality

What is physical computation? Computational closure and system compositionality.

Autonomous Physical Computation: A Categorical Closure Criterion for Physical and Neuromorphic Reservoirs.

arXiv

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Physical computing: a category theoretic perspective on physical computation and system compositionality

Journal of Physics: Complexity

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When Prediction Shapes the Machine! EvoOptimization & Structural Constraints on Neural Architecture

What evolution keeps, and what it refines, in a reservoir that forecasts chaos: a walk through the paper.

Evolutionary Optimization Reveals Structural Constraints on Reservoir Architecture for Spatiotemporal Chaos

arXiv

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Harnessing cortical geometry, wiring, and function as inductive biases for recurrent neural networks

Building recurrent networks from measured cortex: a walk through the paper.

arXiv

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