G. Cauwenberghs

Latest

• Training a Probabilistic Graphical Model With Resistive Switching Electronic Synapses
• Synaptic sampling in hardware spiking neural networks
• Learning Non-deterministic Representations with Energy-based Ensembles
• Neural generative models with stochastic synapses capture richer representations
• Inherently Stochastic Spiking Neurons for Probabilistic Neural Computation
• A 65k-Neuron 73-Mevents/S 22-pJ/Event Asynchronous Micro-Pipelined Integrate-and-Fire Array Transceiver
• Event-Driven Contrastive Divergence for Spiking Neuromorphic Systems