How do I simulate a synapse?

Open this page and use the live Sequence Alignment tool below — set your inputs and the simulation runs instantly in your browser using real numerics. No install, no account needed.

Yes. The simulation runs free in your browser. A one-time unlock or a Pro plan adds advanced parameters, saved presets, data import, and clean exports.

Can I use my own numbers?

Absolutely — every input is adjustable, and with data import you can drive a synapse from your own measurements.

Use case · powered by Sequence Alignment

Sequence Alignment for a synapse

Simulate a synapse live in your browser. This runs the real Sequence Alignment solver — adjust the inputs, watch it respond instantly, and export the result. No install, no account.

For:Students Researchers Educators Engineers Hobbyists & Makers K-12 Students First Responders

Sequence Alignment (Needleman-Wunsch)Live

global DNA alignment

Controls

Sequence ASequence B

Presets

MatchMismatchGap

The Needleman-Wunsch algorithm finds the optimal global alignment of two sequences by dynamic programming, filling a scoring matrix and tracing back the best path. It is the foundation of bioinformatics — comparing genes, proteins, and genomes. The heatmap shows the accumulated score matrix.

▶ Run in Python

Data Inspector

Alignment score0

Identity0%

Length0

Governing equation

F_{i, j} = max (F_{i - 1, j - 1} + s, F_{i - 1, j} + d, F_{i, j - 1} + d), d = - 2, score = 0

Reading this result: Low similarity: only 0% of columns match (score 0). The optimal alignment leans on -2-penalty gaps and mismatches, so the sequences share little common structure.

Runs locally in your browser — free forever. Scale to the cloud when reality gets heavy.

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About this simulation

The full Sequence Alignment tool models a synapse with the same numerics engineers and scientists use — running entirely client-side. Change any parameter and the result updates in real time, so you can build intuition, check a design, or teach the concept without spreadsheets or installs.

More you can do with Sequence Alignment

Sequence Alignment for a bacterial growth Sequence Alignment for a predator-prey cycle Sequence Alignment for a neuron firing Sequence Alignment for a heartbeat Sequence Alignment for a virus spread Sequence Alignment for a gene expression Sequence Alignment for a protein fold Sequence Alignment for a muscle contraction

Other ways to simulate a synapse

Dynamical Systems for a synapse Epidemic Network for a synapse Spatial Predator–Prey for a synapse SIR Epidemic for a synapse Hodgkin-Huxley Neuron for a synapse Lotka-Volterra for a synapse

Frequently asked questions

How do I simulate a synapse?: Open this page and use the live Sequence Alignment tool below — set your inputs and the simulation runs instantly in your browser using real numerics. No install, no account needed.
Is it free?: Yes. The simulation runs free in your browser. A one-time unlock or a Pro plan adds advanced parameters, saved presets, data import, and clean exports.
Can I use my own numbers?: Absolutely — every input is adjustable, and with data import you can drive a synapse from your own measurements.