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  • Building Biological Intelligence Investigating how the ingredients of biological computation come together to produce a system vastly more powerful than its constituent parts

    Computational Vision Developing novel computational methods to study how the brain analyzes and represents visual information.

    High Dimensional Dynamics and Computation Developing theories linking synaptic connectivity, neuronal dynamics and computation.

    Information Processing in Neural Networks Investigating the dynamics, statistical properties and principles of information processing in biological neural circuits and artificial neural networks.

    Neural Circuits and Algorithms Studying how the brain processes complex sensory data to inform AI networks and mental health treatments.

    NeuroRSE Building open source software for computational and systems neuroscience.

    Statistical Analysis of Neural Data Developing statistical models and computational tools to extract insights from neural data.

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Computational Neuroscience

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    Building Biological Intelligence Investigating how the ingredients of biological computation come together to produce a system vastly more powerful than its constituent parts

    Computational Vision Developing novel computational methods to study how the brain analyzes and represents visual information.

    High Dimensional Dynamics and Computation Developing theories linking synaptic connectivity, neuronal dynamics and computation.

    Information Processing in Neural Networks Investigating the dynamics, statistical properties and principles of information processing in biological neural circuits and artificial neural networks.

    Neural Circuits and Algorithms Studying how the brain processes complex sensory data to inform AI networks and mental health treatments.

    NeuroRSE Building open source software for computational and systems neuroscience.

    Statistical Analysis of Neural Data Developing statistical models and computational tools to extract insights from neural data.

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Flatiron Institute Computational Neuroscience

Computational Neuroscience: Software & Data

Our novel software packages and data products advance our understanding of how the brain functions.

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  1. NeMoS

    Software
    A statistical modeling framework for systems neuroscience specializing in GPU-accelerated optimizations.
  2. plenoptic

    Software
    A Python library for model-based stimulus synthesis, generating informative images that reveal model sensitivities and blind spots.
  3. Pynapple

    Software
    A lightweight Python library for neurophysiological data analysis.

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