Accelerating spiking neural networks using memristive crossbar arraysT. BohnstinglAngeliki Pantaziet al.2020ICECS 2020
Deep learning incorporating biologically inspired neural dynamics and in-memory computingStanisław WoźniakAngeliki Pantaziet al.2020Nature Machine Intelligence
Deep learning incorporating biologically-inspired neural dynamicsStanisław WoźniakAngeliki Pantaziet al.2019arXiv
Online Feature Learning from a non-i.i.d. Stream in a Neuromorphic System with Synaptic CompetitionStanislaw WozniakAngeliki Pantaziet al.2018IJCNN 2018
Compressional Wave Disturbance Suppression for Nanoscale Track-Following on Flexible Tape MediaSimeon FurrerAngeliki Pantaziet al.2018ACC 2018
Feedback control of transport systems in tape drives without tension transducersGiovanni CherubiniAngeliki Pantaziet al.2018Mechatronics
201 Gb/in2 Recording Areal Density on Sputtered Magnetic TapeSimeon FurrerMark A. Lantzet al.2018IEEE Transactions on Magnetics
Feature learning using synaptic competition in a dynamically-sized neuromorphic architectureStanislaw WozniakAngeliki Pantaziet al.2017ICRC 2017
Neuromorphic Architecture with 1M Memristive Synapses for Detection of Weakly Correlated InputsStanislaw WozniakAngeliki Pantaziet al.2017IEEE TCAS-II
Unsupervised Learning Using Phase-Change Synapses and Complementary PatternsSeverin SidlerAngeliki Pantaziet al.2017ICANN 2017