Documentation
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Index ¶
- type HebbianEngine
- func (h *HebbianEngine) DecayAll()
- func (h *HebbianEngine) GetConnectedNeurons(neuronID core.NeuronID, minWeight float64) []core.NeuronID
- func (h *HebbianEngine) GetSynapseWeight(from, to core.NeuronID) float64
- func (h *HebbianEngine) OnNeuronFired(neuronID core.NeuronID)
- func (h *HebbianEngine) PruneDeadSynapses() int
- func (h *HebbianEngine) SelfTune()
- func (h *HebbianEngine) Stats() map[string]any
- func (h *HebbianEngine) UpdateFractalClusters()
Constants ¶
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Variables ¶
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Functions ¶
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Types ¶
type HebbianEngine ¶
type HebbianEngine struct {
// contains filtered or unexported fields
}
HebbianEngine implements Hebbian learning for synapse formation "Neurons that fire together, wire together"
func NewHebbianEngine ¶
func NewHebbianEngine(matrix *core.Matrix) *HebbianEngine
NewHebbianEngine creates a new Hebbian learning engine
func (*HebbianEngine) DecayAll ¶
func (h *HebbianEngine) DecayAll()
DecayAll applies decay to all synapses
func (*HebbianEngine) GetConnectedNeurons ¶
func (h *HebbianEngine) GetConnectedNeurons(neuronID core.NeuronID, minWeight float64) []core.NeuronID
GetConnectedNeurons returns all neurons connected to a given neuron
func (*HebbianEngine) GetSynapseWeight ¶
func (h *HebbianEngine) GetSynapseWeight(from, to core.NeuronID) float64
GetSynapseWeight returns the weight between two neurons
func (*HebbianEngine) OnNeuronFired ¶
func (h *HebbianEngine) OnNeuronFired(neuronID core.NeuronID)
OnNeuronFired is called whenever a neuron fires It checks for co-activation with recently fired neurons
func (*HebbianEngine) PruneDeadSynapses ¶
func (h *HebbianEngine) PruneDeadSynapses() int
PruneDeadSynapses removes synapses that have decayed below threshold
func (*HebbianEngine) SelfTune ¶
func (h *HebbianEngine) SelfTune()
SelfTune adjusts learning parameters based on matrix state
func (*HebbianEngine) Stats ¶
func (h *HebbianEngine) Stats() map[string]any
Stats returns Hebbian engine statistics
func (*HebbianEngine) UpdateFractalClusters ¶
func (h *HebbianEngine) UpdateFractalClusters()
UpdateFractalClusters runs a full pass of fractal spatial clustering over all synapses whose weight exceeds 0.3. Called by the reorg daemon — safe to call concurrently with read/write operations because each sub-call acquires only neuron-level locks (no matrix lock held during writes).
Source Files