Melika Payvand

1. NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
   2023/04/10 by Jason Yik, Yik, Jason, Korneel Van den Berghe +208 · 1 voice · 7 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #cs.AI
2. DelGrad: Exact event-based gradients for training delays and weights on spiking neuromorphic hardware
   2024/04/30 by Julian Göltz, Göltz, Julian, Jimmy Weber +11 · 5 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Analog and Mixed-Signal Circuit Design #Emerging Technologies (cs.ET) #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
3. On-Chip Error-triggered Learning of Multi-layer Memristive Spiking\n Neural Networks
   2020/11/21 by Melika Payvand, Mohammed E. Fouda, Payvand, Melika +7 · 1 citation
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
4. Hardware architecture and routing-aware training for optimal memory usage: a case study
   2024/12/02 by Jimmy Weber, Weber, Jimmy, Théo Ballet +3 · 1 citation
   Computer Science · #Parallel Computing and Optimization Techniques