Gokmen, Tayfun

1. Algorithm for Training Neural Networks on Resistive Device Arrays
   2019/09/17 by Gokmen, Tayfun, Haensch, Wilfried · 4 citations
   #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
2. Towards Exact Gradient-based Training on Analog In-memory Computing
   2024/06/18 by Zhaoxian Wu, Tayfun Gokmen, Wu, Zhaoxian +5 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #FOS: Mathematics #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Applications #Optimization and Control (math.OC)
3. Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions
   2025/02/10 by Zhaoxian Wu, Wu, Zhaoxian, Tayfun Gokmen +6 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #FOS: Mathematics #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Applications #Optimization and Control (math.OC)