Restricted Boltzmann Machine (RBM)
آلة بولتزمان المقيَّدة
شبكة عصبية احتمالية ضحلة من طبقتين — مرئية وخفية — بلا وصلات داخل الطبقة الواحدة. تتعلم اكتشاف أنماط في البيانات دون بيانات مُعنونة باستخدام خوارزمية التباعد التبايني.
A shallow two-layer probabilistic neural network (visible and hidden) with no within-layer connections, trained with Contrastive Divergence to model data distributions.
Also translated asآلة بولتزمان المحدودة، RBM
First appears in this corpus in: A Learning Algorithm for Boltzmann Machines (1985)
Appears in these papers
- A Learning Algorithm for Boltzmann Machines1985in the sky ✦
- A Learning Algorithm for Boltzmann Machines1985in the sky ✦
- Reducing the Dimensionality of Data with Neural Networks2006in the sky ✦
- A Fast Learning Algorithm for Deep Belief Nets2006in the sky ✦
- Rectified Linear Units Improve Restricted Boltzmann Machines2010in the sky ✦
- Rectified Linear Units Improve Restricted Boltzmann Machines2010in the sky ✦
- Representation Learning: A Review and New Perspectives2013in the sky ✦
- Representation Learning: A Review and New Perspectives2013in the sky ✦