• InfraNodus Text Network Analysis + Insight AI

    An online tool that helps you understand an existing discourse and generate new ideas.

    Visualize your texts, notes, and thoughts as a graph to have a better overview of ideas and to find inspiration. Use text network analysis for topic modeling and text mining.

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  • Courses and Experiments

    Online and onsite courses, workshops, and (non)scientific experiments.

    Learn how network thinking and nonlinear dynamics can be used to augment social interactions, lead to new discoveries and novel behaviors. We’ve presented our work in multiple contexts: from universities to contemporary art museums.

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  • Research and Consulting

    We perform research and field studies in cognitive reconfiguration practices, interfaces, and methodologies.

    We propose the notions of metastability and polysingularity to introduce dynamic variability in social networks and cognitive practices.

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  • Exploring Society and Cognition through Networks

    Nodus Labs produces research, runs courses, and creates open-source software to stimulate and enhance learning and cognitive capacities.
  • Latest Articles

    • Towards Ecological Marketing

      A proposal to use the cognitive variability framework in marketing to promote resilience and adaptivity. Exploring the mechanisms that guide development cycles in ecology and their applications in business contexts.…

      Read More
    • HRV Analysis for Peak Athletic Performance: DFA vs LF/HF

      Heart rate variability (HRV) is a powerful window into the autonomic nervous system, helping athletes and coaches peek into the balance between the calming parasympathetic and the activating sympathetic drives. Advanced techniques like detrended fluctuation analysis (DFA) of HRV are bringing fractal and non-linear dynamics into the mix, offering a deeper understanding of how our nervous system regulates exercise intensity and responds to training stress.…

      Read More
    • How to Introduce Your Ideas in Any Discourse

      When we want to learn about a certain topic, we often start from Googling it or asking AI to tell us what it's about. Search engines and LLMs will provide a result that will look very authoritative, but there is a certain logic to what's going to be generated and shown at the top. Knowing the rules of this logic can help us regain control of the information that we consume and help us introduce our own ideas into any discourse. …

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    • Graph RAG and LLMs: How Knowledge Graphs Can Improve AI Ideation

      How to use knowledge graphs to improve the responses of LLM and your own thinking.…

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    • Setting Up DeepSeek on a Local or Private Server: A Step-by-Step Tutorial

      How to ensure that your DeepSeek model is running locally and not sending your data anywhere. A full step-by-step non-technical installation guide.…

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    • Mind Map AI Generator

      In this article, we will present an AI mind map generator — InfraNodus — that can create a knowledge graph from any text. Unlike other tools, it doesn't start from a central idea, because that's not how our mind works. Rather, it maps out all the ideas present within a text as a network graph, so the resulting mind map will be more rhizomatic, helping you see the patterns rather than presenting hierarchies (which often do not even exist). …

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  • Knowledge Graphs and Mind Maps

  • Research

    • Towards Ecological Marketing

      A proposal to use the cognitive variability framework in marketing to promote resilience and adaptivity. Exploring the mechanisms that guide development cycles in ecology and their applications in business contexts.…

      Read More
    • HRV Analysis for Peak Athletic Performance: DFA vs LF/HF

      Heart rate variability (HRV) is a powerful window into the autonomic nervous system, helping athletes and coaches peek into the balance between the calming parasympathetic and the activating sympathetic drives. Advanced techniques like detrended fluctuation analysis (DFA) of HRV are bringing fractal and non-linear dynamics into the mix, offering a deeper understanding of how our nervous system regulates exercise intensity and responds to training stress.…

      Read More
    • fractal vs complex DFA chart

      How to Measure Heart Rate Variability (HRV) using Fractals

      Heart rate variability is one of the most important health markers. However, most fitness trackers are not yielding the full picture.…

      Read More
    • Ecological Thinking Framework

      We present a schema and an algorithm to promote ecological thinking. It is based on alternating between focus and exploration, zooming in and zooming out. An increased level of variability in thinking also makes it more diverse and, thus, adaptable, robust, and resilient.…

      Read More
    • Measuring Propagation Dynamics of Ideas using Network Analysis

      Any discourse can be represented as a network. A narrative, then, is a path through this network. Depending on how the journey is made, the meaning changes. Measuring the dynamics of this movement through ideas can help us understand how they propagate, and how this dynamic structure of meaning unfolds in time. …

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    • AI Writing Tool: GPT-3 Text Generator of Research Questions

      Many AI writing assistants today are focused on generating the text that provides the answers. What if we used the AI to generate questions? In this case, it would not think for us, but with us. Helping us discover new perspectives and ways of seeing things. …

      Read More
    • InfraNodus tool can be a very useful companion for research. You can put all your notes and research excerpts in there and the resulting graph will show you the most prominent topics and terms and the connections between them.

      Dmitry Paranyushkin, Special Agent with Nodus Labs
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