Aman Arora

1. Field-Programmable Gate Array Architecture for Deep Learning: Survey and Future Directions
   2024/04/15 by Andrew Boutros, Boutros, Andrew, Aman Arora +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, Aman Arora, Susskind, Zachary +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. 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
4. 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
5. 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
6. 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
7. Learning Adaptive Multi-Task Guidance, Navigation, and Control via Hypernetworks
   2026/07/27 by Ricard Marsal I Castan, Aman Arora, Antoine Richard +3
   #cs.RO
8. VPR-Evolve: Multi-Agent-Driven Algorithm Evolution for FPGA Place and Route
   2026/07/27 by Qihang Wu, Taizun Jafri, Aman Arora +1
   #cs.AR
9. NIFA: Nonlinear IMC enhanced FPGA for efficient ML inference
   2026/07/16 by Jiajun Hu, Ruthwik Reddy Sunketa, Lei Zhao +3
   #cs.AR #cs.AI