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ORCIDAman Arora
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[c29]Chetan Choppali Sudarshan
, Aman Arora, Vidya A. Chhabria:
GreenFPGA: Evaluating FPGAs as Environmentally Sustainable Computing Solutions. DAC 2024: 320:1-320:6- [c28]Endri Taka, Dimitrios Gourounas, Andreas Gerstlauer, Diana Marculescu, Aman Arora:
Efficient Approaches for GEMM Acceleration on Leading AI-Optimized FPGAs. FCCM 2024: 54-65 - [c27]Zhigang Wei, Aman Arora, Emily Shriver, Lizy Kurian John:
Cross-FPGA Power Estimation from High Level Synthesis via Transfer-Learning. FPGA 2024: 187 - [c26]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. MLCAD 2024: 23:1-23:9 - [c25]Shashank Nag, Zachary Susskind, Aman Arora, Alan T. L. Bacellar, Diego L. C. Dutra, Igor D. S. Miranda, Krishnan Kailas, Eugene B. John, Maurício Breternitz, Priscila M. V. Lima, Felipe M. G. França, Lizy K. John:
LogicNets vs. ULEEN : Comparing two novel high throughput edge ML inference techniques on FPGA. MWSCAS 2024: 1206-1211 - [i12]Andrew Boutros, Aman Arora, Vaughn Betz:
Field-Programmable Gate Array Architecture for Deep Learning: Survey & Future Directions. CoRR abs/2404.10076 (2024) - [i11]Endri Taka, Dimitrios Gourounas, Andreas Gerstlauer, Diana Marculescu, Aman Arora:
Efficient Approaches for GEMM Acceleration on Leading AI-Optimized FPGAs. CoRR abs/2404.11066 (2024) - [i10]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 abs/2405.00820 (2024) - 2023
- [j10]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): 56-69 (2023) - [j9]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): 17387-17402 (2023) - [j8]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): 61:1-61:24 (2023) - [j7]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): 3895-3909 (2023) - [j6]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): 50:1-50:34 (2023) - [c24]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: 77:1-77:8 - [c23]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: 27-28 - [c22]Zhigang Wei, Aman Arora, Ruihao Li, Lizy K. John:
HLSDataset: Open-Source Dataset for ML-Assisted FPGA Design using High Level Synthesis. ASAP 2023: 197-204 - [c21]Zhengrong Wang, Christopher Liu, Aman Arora, Lizy Kurian John, Tony Nowatzki:
Infinity Stream: Portable and Programmer-Friendly In-/Near-Memory Fusion. ASPLOS (3) 2023: 359-375 - [c20]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: 232 - [c19]Endri Taka, Aman Arora, Kai-Chiang Wu, Diana Marculescu:
MaxEVA: Maximizing the Efficiency of Matrix Multiplication on Versal AI Engine. ICFPT 2023: 96-105 - [i9]Zhigang Wei, Aman Arora, Lizy K. John:
HLSDataset: Open-Source Dataset for ML-Assisted FPGA Design using High Level Synthesis. CoRR abs/2302.10977 (2023) - [i8]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 abs/2304.10618 (2023) - [i7]Endri Taka, Aman Arora, Kai-Chiang Wu, Diana Marculescu:
MaxEVA: Maximizing the Efficiency of Matrix Multiplication on Versal AI Engine. CoRR abs/2311.04980 (2023) - [i6]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 abs/2311.11384 (2023) - [i5]Chetan Choppali Sudarshan, Aman Arora, Vidya A. Chhabria:
GreenFPGA: Evaluating FPGAs as Environmentally Sustainable Computing Solutions. CoRR abs/2311.12396 (2023) - 2022
- [j5]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): 46:1-46:34 (2022) - [c18]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: 279-290 - [c17]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: 19-26 - [c16]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: 2212-2217 - [c15]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 - [c14]Aman Arora, Tanmay Anand, Aatman Borda, Rishabh Sehgal, Bagus Hanindhito, Jaydeep Kulkarni, Lizy K. John:
CoMeFa: Compute-in-Memory Blocks for FPGAs. FCCM 2022: 1-9 - [c13]Aman Arora, Aatman Borda, Tanmay Anand, Bagus Hanindhito, Lizy K. John:
MathRAMs: Configurable Fused Compute-Memory Blocks for FPGAs. FPGA 2022: 52 - [c12]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: 1-8 - [c11]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: 1-7 - [i4]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 abs/2203.01479 (2022) - [i3]Aman Arora, Tanmay Anand, Aatman Borda, Rishabh Sehgal, Bagus Hanindhito, Jaydeep Kulkarni, Lizy K. John:
CoMeFa: Compute-in-Memory Blocks for FPGAs. CoRR abs/2203.12521 (2022) - 2021
- [j4]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): 280 (2021) - [c10]Aman Arora, Bagus Hanindhito, Lizy K. John:
Compute RAMs: Adaptable Compute and Storage Blocks for DL-Optimized FPGAs. ACSCC 2021: 1156-1163 - [c9]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: 21:1-21:6 - [c8]Aman Arora, Samidh Mehta, Vaughn Betz, Lizy K. John:
Tensor Slices to the Rescue: Supercharging ML Acceleration on FPGAs. FPGA 2021: 23-33 - [c7]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: 355-362 - [i2]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 abs/2106.07087 (2021) - [i1]Aman Arora, Bagus Hanindhito, Lizy K. John:
Compute RAMs: Adaptable Compute and Storage Blocks for DL-Optimized FPGAs. CoRR abs/2107.09178 (2021) - 2020
- [c6]Zhigang Wei, Aman Arora, Pragenesh Patel, Lizy Kurian John:
Design Space Exploration for Softmax Implementations. ASAP 2020: 45-52 - [c5]Aman Arora, Zhigang Wei, Lizy K. John:
Hamamu: Specializing FPGAs for ML Applications by Adding Hard Matrix Multiplier Blocks. ASAP 2020: 53-60 - [c4]Aman Arora, Zhigang Wei, Lizy K. John:
The Case for Hard Matrix Multiplier Blocks in an FPGA. FPGA 2020: 323 - [c3]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: 369-373
2010 – 2019
- 2019
- [j3]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): 71-86 (2019) - 2014
- [j2]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): 340-346 (2014)
2000 – 2009
- 2007
- [j1]Aman Arora, Marwan Krunz:
Power-controlled medium access for ad hoc networks with directional antennas. Ad Hoc Networks 5(2): 145-161 (2007) - 2005
- [c2]Aman Arora, Marwan Krunz:
Interference-Limited MAC Protocol for MANETs with Directional Antennas. WOWMOM 2005: 2-10 - 2004
- [c1]Aman Arora, Marwan Krunz, Alaa Muqattash:
Directional medium access protocol (DMAP) with power control for wireless ad hoc networks. GLOBECOM 2004: 2797-2801
Coauthor Index
aka: Diego L. C. Dutra
aka: Felipe Maia Galvão França
aka: Lizy K. John
aka: Priscila Machado Vieira Lima
aka: Igor Dantas dos Santos Miranda
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