Boybat, Irem
- Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses
2019/05/28 by Nandakumar, S. R., Boybat, Irem, Gallo, Manuel Le +3 · 2 citations
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- AnalogNets: ML-HW Co-Design of Noise-robust TinyML Models and Always-On Analog Compute-in-Memory Accelerator
2021/11/10 by Chuteng Zhou, Fernando Garćıa-Redondo, Zhou, Chuteng +17 · 2 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Neural Networks and Reservoir Computing #CCD and CMOS Imaging Sensors
- AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing
2023/05/17 by Hadjer Benmeziane, Benmeziane, Hadjer, Corey Lammie +21 · 2 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing