Struct NeuromorphicGraphLayer

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pub struct NeuromorphicGraphLayer {
    pub spiking_network: SpikingGraphNetwork,
    pub event_processor: EventDrivenGraphProcessor,
    pub liquid_state_machine: LiquidStateMachine,
    pub processing_mode: NeuromorphicMode,
}

Expand description

Neuromorphic graph layer implementing bio-inspired computation

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§spiking_network: SpikingGraphNetwork

Spiking network

§event_processor: EventDrivenGraphProcessor

Event-driven processor

§liquid_state_machine: LiquidStateMachine

Liquid state machine

§processing_mode: NeuromorphicMode

Current processing mode

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impl NeuromorphicGraphLayer

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pub fn new( num_nodes: usize, input_dim: usize, hidden_dim: usize, ) -> Result<Self, Box<dyn Error>>

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pub fn set_mode(&mut self, mode: NeuromorphicMode)

Set processing mode

Trait Implementations§

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impl Debug for NeuromorphicGraphLayer

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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impl GraphLayer for NeuromorphicGraphLayer

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fn forward(&self, graph: &GraphData) -> GraphData

Forward pass through the layer

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fn parameters(&self) -> Vec<Tensor>

Get layer parameters

Auto Trait Implementations§

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impl UnwindSafe for NeuromorphicGraphLayer

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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