Spiking Neural Networks Enable Two-Dimensional Neurons and Unsupervised Multi-Timescale LearningTimoleon MoraitisAbu Sebastianet al.2018IJCNN 2018
Online Feature Learning from a non-i.i.d. Stream in a Neuromorphic System with Synaptic CompetitionStanislaw WozniakAngeliki Pantaziet al.2018IJCNN 2018
Compressed Sensing with Approximate Message Passing Using In-Memory ComputingManuel Le GalloAbu Sebastianet al.2018IEEE T-ED
Tutorial: Brain-inspired computing using phase-change memory devicesAbu SebastianManuel Le Galloet al.2018Journal of Applied Physics
The role of short-term plasticity in neuromorphic learning: Learning from the timing of rate-varying events with fatiguing spike-timing-dependent plasticityTimoleon MoraitisAbu Sebastianet al.2018IEEE Nanotechnology Magazine
Neuromorphic computing with multi-memristive synapsesIrem BoybatManuel Le Galloet al.2018Nature Communications
Mixed-precision architecture based on computational memory for training deep neural networksS. R. NandakumarManuel Le Galloet al.2018ISCAS 2018
201 Gb/in2 Recording Areal Density on Sputtered Magnetic TapeSimeon FurrerMark A. Lantzet al.2018IEEE Transactions on Magnetics