The Mimic Neuro Platform
Mechanistic models for faster, more confident neuroscience decisions.
A Better Standard
Neurobiology this complexdeserves precisionnot guesswork.
Start with Real Biology
Electrophysiology, morphology, expression, and variant datasets provide the experimental backbone.
Model Channel Behavior
We fit channel models to capture realistic kinetics that define how a perturbation behaves.
Build the Digital Neuron
Channel models are embedded in biophysically detailed neurons that resolve dendrites, soma, and axonal output in one unified system.
Screen with Mechanistic Precision
We simulate therapeutic mechanisms and controlled perturbations to understand functional differences before slower experimental campaigns begin.
Extend Across Development
Our framework adapts across mature neurons, developing neurons, and iPSC-derived systems so predictions stay matched to disease timing and experimental systems.
Test in Circuit Context
Network models to ask whether a promising signal persists once synaptic input and circuit interactions enter the picture.
Generate Actionable Insight
Gain decision-ready insight for preclinical programs and clinically oriented questions, grounded in mechanism rather than intuition alone.
Why This Matters
Most approaches stop at the variant or the assay. Mimic follows the signal through the compartments, developmental windows, and circuit conditions that determine whether a phenotype is real and whether a response is actionable.
Biology-First Foundation
Every program begins with experimental constraints, keeping model behavior tied to measured biology rather than abstract parameter fitting.
Compartment-Level Precision
We separate compartmental effects, making it possible to see where dysfunction starts and where an intervention actually acts.
High-Fidelity at Scale
High-performance compute enables broad sweeps across variants, doses, and parameter regimes without reducing the models to simplistic surrogates.
Mechanism-Led Prioritization
The output is not a generic score. It is a mechanistic view of which interventions are most likely to normalize the physiology that matters.
Developmentally Relevant
Because disease biology changes across time, the platform extends beyond adult neurons into developing and stem-cell-derived systems when the question requires it.
Built to Advance
Today's stack is grounded in well-constrained conductance models and designed to incorporate richer state-based channel formalisms as datasets deepen.
Platform Vision
From ion channel to circuit.Mechanistic insight at every scale.
Neuroscience problems don't live at a single scale. Our platform doesn't either. Whether a question begins at the molecular, cellular, or circuit level, Mimic traces that signal through models that preserve mechanistic continuity all the way to actionable insight.
Across channels
The workflow expands across broader channel conductance programs as new datasets and disease areas come online.
Across model systems
Adult neurons, developing neurons, and iPSC-derived systems can be modeled within a common framework rather than as isolated efforts.
Across scales
From gating kinetics to circuit behavior, the platform preserves mechanistic continuity as the scientific question gets larger.