neurovium

garden of the forking paths maze of discoveries

Nima Dehghani

Enter the Paper Maze Enter the Idea Garden

“Time forks perpetually toward innumerable futures.” — Jorge Luis Borges

The arc behind the maze · 2016 → 2026 fullmetal_decade Ten years of asking what biological systems are doing when they process information, how much of it is computation, and what happens when the answer is turned around and used to build. Walk the decade

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// recent rooms & concepts

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

Room 1 · 2026 · arXiv

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

CircuitsRecurrenceComputation

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

Room 2 · 2026 · arXiv

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

physical computingmechanistic interpretabilityrecurrent

Evolutionary Optimization Reveals Structural Constraints on Reservoir Architecture for Spatiotemporal Chaos

Room 3 · 2026 · arXiv

Evolutionary Optimization Reveals Structural Constraints on Reservoir Architecture for Spatiotemporal Chaos

adaptiveoptimizationbio-inspired

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

Room 4 · 2026 · arXiv

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

Mo Shakiba, Rana Rokni, Mohammad Mohammadi, Nima Dehghani

NeuroAIfunctional connectomicscortical wiring

Local field potentials primarily reflect inhibitory neuron activity in human and monkey cortex

Room 5 · 2017 · Scientific Reports

Local field potentials primarily reflect inhibitory neuron activity in human and monkey cortex

Teleczuk, Dehghani, Le Van Quyen, Cash, Halgren, Hatsopoulos, Destexhe

LFPSpikeInhibitory

Room 6 · 2018 · Frontiers in Computational Neuroscience

Theoretical Principles of Multiscale Spatiotemporal Control of Neuronal Networks: A Complex Systems Perspective

SpatiotemporalDynamicsControl

Connectomes, Dynamics, and the Algebra of Computation: Why “More Is Different” in Canonical Recurrent Motifs

When Does Matter Compute? Wave Memory, Closure, and the Architecture of Autonomous Physical Computation

When Prediction Shapes the Machine: Evolutionary Reservoirs, Chaos, and Structural Constraints