Arora, Aman

1. Field-Programmable Gate Array Architecture for Deep Learning: Survey and Future Directions
   2024/04/15 by Andrew Boutros, Aman Arora, Boutros, Andrew +3 · 3 voices · 2 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Memory and Neural Computing #Embedded Systems Design Techniques
2. Weightless Neural Networks for Efficient Edge Inference
   2022/03/03 by Zachary Susskind, Susskind, Zachary, Aman Arora +17 · 5 citations
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Image Enhancement Techniques #Machine Learning (cs.LG) #Machine Learning and ELM
3. MaxEVA: Maximizing the Efficiency of Matrix Multiplication on Versal AI Engine
   2023/11/08 by Taka, Endri, Arora, Aman, Wu, Kai-Chiang +1 · 6 citations
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
4. ULEEN: A Novel Architecture for Ultra Low-Energy Edge Neural Networks
   2023/04/20 by Zachary Susskind, Aman Arora, Susskind, Zachary +21 · 3 citations
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Machine Learning and ELM #Neural Networks and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
5. Koios: A Deep Learning Benchmark Suite for FPGA Architecture and CAD\n Research
   2021/06/13 by Aman Arora, Andrew Boutros, Arora, Aman +21 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #VLSI and Analog Circuit Testing #VLSI and FPGA Design Techniques
6. GAMA: High-Performance GEMM Acceleration on AMD Versal ML-Optimized AI Engines
   2025/04/13 by Mhatre, Kaustubh, Taka, Endri, Arora, Aman · 4 citations
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
7. Efficient Approaches for GEMM Acceleration on Leading AI-Optimized FPGAs
   2024/04/17 by Endri Taka, Dimitrios Gourounas, Taka, Endri +7 · 2 citations
   Engineering · #Real-time simulation and control systems
8. GreenFPGA: Evaluating FPGAs as Environmentally Sustainable Computing Solutions
   2023/11/21 by Sudarshan, Chetan Choppali, Arora, Aman, Chhabria, Vidya A. · 1 citation
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
9. HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond
   2024/05/01 by Abi-Karam, Stefan, Sarkar, Rishov, Seigler, Allison +7 · 1 citation
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
10. Systolic Sparse Tensor Slices: FPGA Building Blocks for Sparse and Dense AI Acceleration
    2025/02/06 by Endri Taka, Ning-Chi Huang, Taka, Endri +9 · 2 citations
    Computer Science · Mathematics · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
11. PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation
    2023/11/19 by Arora, Aman, Weng, Jian, Ma, Siyuan +2 · 1 citation
    #FOS: Computer and information sciences #Hardware Architecture (cs.AR)