Feedforward Networks
Adaptive Locally Connected Neuron
Introduced by Tek in An Adaptive Locally Connected Neuron Model: Focusing NeuronThe Adaptive Locally Connected Neuron (ALCN) is a topology aware, and locally adaptive -focusing neuron:
$$a = f\:\Bigg( \sum_{i=1}^{m} w_{i}\phi\left( \tau\left(i\right),\Theta\right) x_{i} + b \Bigg) %f\:\Bigg(\mathbf{X(W \circ \Phi) + b} \Bigg) $$
Source: An Adaptive Locally Connected Neuron Model: Focusing Neuron
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Anomaly Detection | 1 | 20.00% |
| Denoising | 1 | 20.00% |
| Novelty Detection | 1 | 20.00% |
| Semi-supervised Anomaly Detection | 1 | 20.00% |
| Supervised Anomaly Detection | 1 | 20.00% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
