Trait/Object

io.github.mandar2812.dynaml.models.neuralnets

NeuralLayer

Related Docs: object NeuralLayer | package neuralnets

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trait NeuralLayer[P, I, J] extends AnyRef

The basic building block of a neural computation stack.

P

The type of the parameters/connections of the layer.

I

The type of the input supplied to the layer

J

The type of the output.

Linear Supertypes
AnyRef, Any
Known Subclasses
Vec2VecLayer
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Abstract Value Members

  1. abstract val activationFunc: Activation[J]

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    Activation function

  2. abstract val forward: DataPipe[I, J]

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    Compute the forward pass through the layer.

  3. abstract val localField: DataPipe[I, J]

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  4. abstract val parameters: P

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    The layer synapses or connection weights

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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  8. def finalize(): Unit

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  9. final def getClass(): Class[_]

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  11. final def isInstanceOf[T0]: Boolean

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  12. final def ne(arg0: AnyRef): Boolean

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  13. final def notify(): Unit

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  14. final def notifyAll(): Unit

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  15. final def synchronized[T0](arg0: ⇒ T0): T0

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  16. def toString(): String

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  17. final def wait(): Unit

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  18. final def wait(arg0: Long, arg1: Int): Unit

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