Irem Boybat

1. Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses
   2019/05/28 by S. R. Nandakumar, Nandakumar, S. R., Irem Boybat +9 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)
2. AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing
   2023/05/17 by Hadjer Benmeziane, Corey Lammie, Benmeziane, Hadjer +21 · 3 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
3. 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