Gallo, Manuel Le
- Training of Physical Neural Networks
2024/06/05 by Ali Momeni, Babak Rahmani, Momeni, Ali +55 · 4 voices · 36 citations
Computer Science · Materials Science · #Machine Learning in Materials Science #Neural Networks and Applications #cs.LG #physics.app-ph
- In-memory computing on a photonic platform
2018/01/18 by Carlos Ríos, Nathan Youngblood, Ríos, Carlos +13 · 1 voice · 4 citations
#cs.ET #physics.app-ph #physics.optics
- Roadmap to Neuromorphic Computing with Emerging Technologies
2024/07/02 by Adnan Mehonić, Mehonic, Adnan, Daniele Ielmini +100 · 18 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Quantum Computing Algorithms and Architecture
- Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators
2023/02/16 by Malte J. Rasch, Charles Mackin, Rasch, Malte J. +23 · 11 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
- In-memory hyperdimensional computing
2019/06/04 by Geethan Karunaratne, Manuel Le Gallo, Karunaratne, Geethan +9 · 6 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Applied Physics (physics.app-ph) #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing
- 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
- Measurement of onset of structural relaxation in melt-quenched phase change materials
2021/06/11 by Kersting, Benedikt, Sarwat, Syed Ghazi, Gallo, Manuel Le +5 · 2 citations
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- 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