Operators for Pre-Syn-Post Conversion#
The math module for whole BrainPy ecosystem.
This module provides basic mathematical operations, including:
numpy-like array operations
linear algebra functions
random sampling functions
discrete fourier transform functions
just-in-time compilation for class objects
automatic differentiation for class objects
dedicated operators for brain dynamics modeling
activation functions
device/dtype switching
and others
Details in the following.
The pre-to-post synaptic summation. |
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The pre-to-post synaptic production. |
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The pre-to-post synaptic maximization. |
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The pre-to-post synaptic minimization. |
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The pre-to-post synaptic mean computation. |
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The pre-to-post event-driven synaptic summation with CSR synapse structure. |
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The pre-to-post event-driven synaptic summation with CSR synapse structure. |
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The pre-to-syn computation. |
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The syn-to-post summation computation. |
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The syn-to-post summation computation. |
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The syn-to-post product computation. |
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The syn-to-post maximum computation. |
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The syn-to-post minimization computation. |
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The syn-to-post mean computation. |
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The syn-to-post softmax computation. |