Mackin, Charles

1. 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
2. VHDL-Eval: A Framework for Evaluating Large Language Models in VHDL Code Generation
   2024/06/06 by Prashanth Vijayaraghavan, Vijayaraghavan, Prashanth, Luyao Shi +11 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
3. Chain-of-Descriptions: Improving Code LLMs for VHDL Code Generation and Summarization
   2025/07/16 by Vijayaraghavan, Prashanth, Nitsure, Apoorva, Mackin, Charles +9 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hardware Architecture (cs.AR)