Aman Arora

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 43

Top Topics

Matrix Multiplication

Design Space Exploration

Top Venues

ACM Trans. Reconfigurable Technol. Syst.

Publications

Endri Taka, Dimitrios Gourounas, Andreas Gerstlauer, Diana Marculescu, Aman Arora
Efficient Approaches for GEMM Acceleration on Leading AI-Optimized FPGAs. CoRR (2024)
Zhigang Wei, Aman Arora, Emily Shriver, Lizy Kurian John
Cross-FPGA Power Estimation from High Level Synthesis via Transfer-Learning. FPGA (2024)
Stefan Abi-Karam, Rishov Sarkar, Allison Seigler, Sean Lowe, Zhigang Wei, Hanqiu Chen, Nanditha Rao, Lizy Kurian John, Aman Arora, Cong Hao
HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond. CoRR (2024)
Andrew Boutros, Aman Arora, Vaughn Betz
Field-Programmable Gate Array Architecture for Deep Learning: Survey & Future Directions. CoRR (2024)
Zhigang Wei, Aman Arora, Lizy K. John
HLSDataset: Open-Source Dataset for ML-Assisted FPGA Design using High Level Synthesis. CoRR (2023)
Chetan Choppali Sudarshan, Aman Arora, Vidya A. Chhabria
GreenFPGA: Evaluating FPGAs as Environmentally Sustainable Computing Solutions. CoRR (2023)
Zachary Susskind, Aman Arora, Igor D. S. Miranda, Alan T. L. Bacellar, Luis A. Q. Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego L. C. Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks. ACM Trans. Archit. Code Optim. 20 (4) (2023)
Zhengrong Wang, Christopher Liu, Aman Arora, Lizy Kurian John, Tony Nowatzki
Infinity Stream: Portable and Programmer-Friendly In-/Near-Memory Fusion. ASPLOS (3) (2023)
Zachary Susskind, Aman Arora, Igor D. S. Miranda, Alan T. L. Bacellar, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz Jr., Lizy K. John
ULEEN: A Novel Architecture for Ultra Low-Energy Edge Neural Networks. CoRR (2023)
Aman Arora, Andrew Boutros, Seyed Alireza Damghani, Karan Mathur, Vedant Mohanty, Tanmay Anand, Mohamed A. Elgammal, Kenneth B. Kent, Vaughn Betz, Lizy K. John
Koios 2.0: Open-Source Deep Learning Benchmarks for FPGA Architecture and CAD Research. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Zachary Susskind, Aman Arora, Alan T. L. Bacellar, Diego Leonel Cadette Dutra, Igor D. S. Miranda, Maurício Breternitz, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John
An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection. FPGA (2023)
LinJie Liang, Hao Cui, Alireza Arabameri, Aman Arora, Amir Seyed Danesh
Landslide susceptibility mapping: application of novel hybridization of rotation forests (RF) and Java decision trees (J48). Soft Comput. 27 (22) (2023)
Zhigang Wei, Aman Arora, Ruihao Li, Lizy K. John
HLSDataset: Open-Source Dataset for ML-Assisted FPGA Design using High Level Synthesis. ASAP (2023)
Debadrata Sarkar, Sagnik Chakraborty, Chandan Har, Soumen Sen, Aman Arora
A Neural Network assisted hybrid control scheme for a custom fabricated Pneumatic Artificial Muscle driven robotic joint: Neural Network assisted hybrid control for PAM driven robotic joint. AIR (2023)
Aman Arora, Atharva Bhamburkar, Aatman Borda, Tanmay Anand, Rishabh Sehgal, Bagus Hanindhito, Pierre-Emmanuel Gaillardon, Jaydeep Kulkarni, Lizy K. John
CoMeFa: Deploying Compute-in-Memory on FPGAs for Deep Learning Acceleration. ACM Trans. Reconfigurable Technol. Syst. 16 (3) (2023)
Endri Taka, Aman Arora, Kai-Chiang Wu, Diana Marculescu
MaxEVA: Maximizing the Efficiency of Matrix Multiplication on Versal AI Engine. CoRR (2023)
Igor D. S. Miranda, Aman Arora, Zachary Susskind, Josias S. A. Souza, Mugdha P. Jadhao, Luis A. Q. Villon, Diego L. C. Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
COIN: Combinational Intelligent Networks. ASAP (2023)
Endri Taka, Aman Arora, Kai-Chiang Wu, Diana Marculescu
MaxEVA: Maximizing the Efficiency of Matrix Multiplication on Versal AI Engine. ICFPT (2023)
Aman Arora, Debadrata Sarkar, Arunabha Majumder, Soumen Sen, Shibendu Shekhar Roy
Hybridized neural network inspired behavioural modelling of pneumatic artificial muscles for assistive robotic applications. Ind. Robot 50 (1) (2023)
Aman Arora, Jian Weng, Siyuan Ma, Tony Nowatzki, Lizy K. John
PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation. CoRR (2023)
Aman Arora, Moinak Ghosh, Samidh Mehta, Vaughn Betz, Lizy K. John
Tensor Slices: FPGA Building Blocks For The Deep Learning Era. ACM Trans. Reconfigurable Technol. Syst. 15 (4) (2022)
Aman Arora, Aatman Borda, Tanmay Anand, Bagus Hanindhito, Lizy K. John
MathRAMs: Configurable Fused Compute-Memory Blocks for FPGAs. FPGA (2022)
Aman Arora, Tanmay Anand, Aatman Borda, Rishabh Sehgal, Bagus Hanindhito, Jaydeep Kulkarni, Lizy K. John
CoMeFa: Compute-in-Memory Blocks for FPGAs. FCCM (2022)
Debadrata Sarkar, Aman Arora, Soumen Sen, Sree S. S. Katta, D. Shashank, M. Rohan, Subir K. Saha
Development of an Autonomous UAV Integrated with a Manipulator and a Soft Gripper. ASCC (2022)
Zachary Susskind, Aman Arora, Igor Dantas dos Santos Miranda, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila Machado Vieira Lima, Felipe Maia Galvão França, Maurício Breternitz Jr., Lizy K. John
Weightless Neural Networks for Efficient Edge Inference. CoRR (2022)
Igor D. S. Miranda, Aman Arora, Zachary Susskind, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Diego Leonel Cadette Dutra, Leandro Santiago de Araújo, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John, Maurício Breternitz
LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks. ASAP (2022)
Zachary Susskind, Aman Arora, Igor D. S. Miranda, Luis Armando Quintanilla Villon, Rafael Fontella Katopodis, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Maurício Breternitz, Lizy K. John
Weightless Neural Networks for Efficient Edge Inference. PACT (2022)
Aman Arora, Tanmay Anand, Aatman Borda, Rishabh Sehgal, Bagus Hanindhito, Jaydeep Kulkarni, Lizy K. John
CoMeFa: Compute-in-Memory Blocks for FPGAs. CoRR (2022)
Pragnesh Patel, Aman Arora, Earl E. Swartzlander Jr., Lizy K. John
LogGen: A Parameterized Generator for Designing Floating-Point Logarithm Units for Deep Learning. ISQED (2022)
Ruihao Li, Aman Arora, Sikan Li, Qinzhe Wu, Lizy K. John
Hardware-aware 3D Model Workload Selection and Characterization for Graphics and ML Applications. ISQED (2022)
Zachary Susskind, Alan T. L. Bacellar, Aman Arora, Luis A. Q. Villon, Renan Mendanha, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila M. V. Lima, Felipe M. G. França, Igor D. S. Miranda, Maurício Breternitz Jr., Lizy K. John
Pruning Weightless Neural Networks. ESANN (2022)
Aman Arora, Samidh Mehta, Vaughn Betz, Lizy K. John
Tensor Slices to the Rescue: Supercharging ML Acceleration on FPGAs. FPGA (2021)
Debadrata Sarkar, Sagnik Chakraborty, Aman Arora, Soumen Sen
A Reinforced Soft Bending-type Actuator with Improved Performance and Force Sensing: Design, Analysis and Experiments. AIR (2021)
Aman Arora, Bagus Hanindhito, Lizy K. John
Compute RAMs: Adaptable Compute and Storage Blocks for DL-Optimized FPGAs. CoRR (2021)
Aman Arora, Andrew Boutros, Daniel Rauch, Aishwarya Rajen, Aatman Borda, Seyed Alireza Damghani, Samidh Mehta, Sangram Kate, Pragnesh Patel, Kenneth B. Kent, Vaughn Betz, Lizy K. John
Koios: A Deep Learning Benchmark Suite for FPGA Architecture and CAD Research. FPL (2021)
Aman Arora, Bagus Hanindhito, Lizy K. John
Compute RAMs: Adaptable Compute and Storage Blocks for DL-Optimized FPGAs. ACSCC (2021)
Romulus Costache, Alireza Arabameri, Thomas Blaschke, Quoc Bao Pham, Binh Thai Pham, Manish Pandey, Aman Arora, Nguyen Thi Thuy Linh, Iulia Costache
Flash-Flood Potential Mapping Using Deep Learning, Alternating Decision Trees and Data Provided by Remote Sensing Sensors. Sensors 21 (1) (2021)
Aman Arora, Andrew Boutros, Daniel Rauch, Aishwarya Rajen, Aatman Borda, Seyed Alireza Damghani, Samidh Mehta, Sangram Kate, Pragnesh Patel, Kenneth B. Kent, Vaughn Betz, Lizy K. John
Koios: A Deep Learning Benchmark Suite for FPGA Architecture and CAD Research. CoRR (2021)
Debadrata Sarkar, Jessica D'Abbraccio, Domenico Camboni, Luca Massari, Aman Arora, Calogero Maria Oddo
A Pneumatic Haptic Display for Collaborative Robotics applications. MetroInd4.0&IoT (2020)
Zhigang Wei, Aman Arora, Pragenesh Patel, Lizy Kurian John
Design Space Exploration for Softmax Implementations. ASAP (2020)
Aman Arora, Zhigang Wei, Lizy K. John
Hamamu: Specializing FPGAs for ML Applications by Adding Hard Matrix Multiplier Blocks. ASAP (2020)
Aman Arora, Zhigang Wei, Lizy K. John
The Case for Hard Matrix Multiplier Blocks in an FPGA. FPGA (2020)
Varun Narayan Mishra, Rajendra Prasad, Praveen Kumar Rai, Ajeet Kumar Vishwakarma, Aman Arora
Performance evaluation of textural features in improving land use/land cover classification accuracy of heterogeneous landscape using multi-sensor remote sensing data. Earth Sci. Informatics 12 (1) (2019)
Aman Arora, Yuichi Ambe, Tae Hyon Kim, Ryo Ariizumi, Fumitoshi Matsuno
Development of a maneuverable flexible manipulator for minimally invasive surgery with varied stiffness. Artif. Life Robotics 19 (4) (2014)
Aman Arora, Marwan Krunz
Power-controlled medium access for ad hoc networks with directional antennas. Ad Hoc Networks 5 (2) (2007)
Aman Arora, Marwan Krunz
Interference-Limited MAC Protocol for MANETs with Directional Antennas. WOWMOM (2005)
Aman Arora, Marwan Krunz, Alaa Muqattash
Directional medium access protocol (DMAP) with power control for wireless ad hoc networks. GLOBECOM (2004)