Dynamic Neural Fields with Lava
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May 13, 2026 - Jupyter Notebook
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dynamic-neural-fields
Here are 7 public repositories matching this topic...
A C++20 library and interactive application for building and simulating Dynamic Neural Field (DNF) architectures.
imgui artificial-intelligence cognitive-robotics cognitive-neuroscience implot dynamic-neural-fields dynamic-field-theory continuous-time-neural-networks
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Jun 14, 2026 - C++
dynamic-neural-field-degeneration is a framework designed to simulate and study the effects of artificial neural degeneration on Dynamic Neural Field (DNF) models. This work explores the resilience and adaptability of DNFs, specifically in the context of cognitive behavior in robotic systems.
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Nov 4, 2025 - C++
Neuroevolution of Dynamic Neural Field control architectures for adaptive Human–Robot Collaboration.
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Apr 10, 2026 - Python
This project explores anticipatory robot behavior in human-robot collaboration using dynamic neural fields. Through virtual reality experiments, we demonstrate that robots capable of anticipating human intentions create smoother interactions, fewer collisions, and improved user satisfaction.
virtual-reality human-robot-collaboration joint-action coppeliasim dynamic-neural-fields anticipatory-behaviour
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Mar 13, 2026 - C++
A C++ library that combines NEAT (NeuroEvolution of Augmenting Topologies) with Dynamic Neural Fields (DNFs) to automatically evolve interpretable, neurally inspired control architectures.
neuroevolution evolutionary-algorithms evolutionary-robotics neat-algorithm bio-inspired-robotics dynamic-neural-fields
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Jun 14, 2026 - C++
Benchmarking and cross-platform validation suite for four Dynamic Field Theory implementations — Cedar (C++), Cosivina (MATLAB), Cosivina (Python), and dnf-composer (C++) — measuring simulation throughput and verifying algebraic equivalence across 100 neural field scenarios.
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May 13, 2026 - MATLAB
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