Carloni, Luca P.

1. hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices
   2021/03/09 by Farah Fahim, Fahim, Farah, Hawks, Benjamin +56 · 17 citations
   Computer Science · Decision Sciences · Materials Science · #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management
2. Enabling Heterogeneous, Multicore SoC Research with RISC-V and ESP
   2022/06/04 by Joseph D. Zuckerman, Zuckerman, Joseph, Paolo Mantovani +5 · 1 citation
   Computer Science · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Interconnection Networks and Systems #Parallel Computing and Optimization Techniques
3. Machine Learning for Arbitrary Single-Qubit Rotations on an Embedded Device
   2024/11/20 by Bhat, Madhav Narayan, Russo, Marco, Carloni, Luca P. +4 · 3 citations
   #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
4. Towards Generalized On-Chip Communication for Programmable Accelerators in Heterogeneous Architectures
   2024/07/04 by Joseph D. Zuckerman, John-David Wellman, Zuckerman, Joseph +19 · 1 citation
   Computer Science · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Interconnection Networks and Systems #Parallel Computing and Optimization Techniques