Angel Yanguas-Gil

Latest

• Memristor-Spikelearn: A Spiking Neural Network Simulator for Studying Synaptic Plasticity under Realistic Memristor Behaviors
• Improving performance in continual learning tasks using bio-inspired architectures
• A domain-agnostic approach for characterization of lifelong learning systems
• Improving Performance in Continual Learning Tasks using Bio-Inspired Architectures
• AutoML for Neuromorphic Computing and Application-Driven Co-Design: Asynchronous, Massively Parallel Optimization of Spiking Architectures
• Biological Underpinnings for Lifelong Learning Machines: A Perspective
• General policy mapping: online continual reinforcement learning inspired on the insect brain
• Neuromorphic Architectures for Edge Computing Under Extreme Environments
• Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning
• Neuromorphic Architecture Optimization for Task-Specific Dynamic Learning