Kaushik Roy

Purdue University West Lafayette, Data61

Papers

12

Total Citations

206

H-Index

7

About

No biography available yet.

Research Focus

Computer science11 · 205 citations
Artificial intelligence9 · 159 citations
Artificial neural network5 · 105 citations
Computer architecture3 · 98 citations
Algorithm4 · 92 citations
In-Memory Processing2 · 82 citations
Parallel computing2 · 82 citations
Bottleneck2 · 82 citations
Embedded system2 · 82 citations
Memory map2 · 82 citations
Computer hardware2 · 82 citations
Semiconductor memory2 · 82 citations

Key Achievements

7
H-Index
12
Papers
206
Total Citations
17
Avg Citations/Paper
🏆 Most Cited Paper
Analysis of Liquid Ensembles for Enhancing the Performance and Accuracy of Liquid State Machines
55 citations · 2019
📈 Most Prolific Year: 2024 (3 Papers)
🤝 Key Collaborators: 34
🏛 Institutions: Purdue University West Lafayette, Data61

Top Papers

  1. 1
    Analysis of Liquid Ensembles for Enhancing the Performance and Accuracy of Liquid State Machines
    55 citations · 2019
  2. 2
    Compute-in-Memory Technologies and Architectures for Deep Learning Workloads
    41 citations · 2022
  3. 3
    Circuits and Architectures for In-Memory Computing-Based Machine Learning Accelerators
    41 citations · 2020
  4. 4
    EV-Planner: Energy-Efficient Robot Navigation via Event-Based Physics-Guided Neuromorphic Planner
    16 citations · 2024
  5. 5
    Neuromorphic computing for robotic vision: algorithms to hardware advances
    16 citations · 2025
  6. 6
    Self-Supervised Optical Flow with Spiking Neural Networks and Event Based Cameras
    14 citations · 2021
  7. 7
    L3DMC: Lifelong Learning Using Distillation via Mixed-Curvature Space
    7 citations · 2023
  8. 8
    Energy Efficiency Through In-Sensor Computing: ADC-less Real-Time Sensing for Image Edge Detection
    5 citations · 2024
  9. 9
    Best of Both Worlds: Hybrid SNN-ANN Architecture for Event-based Optical Flow Estimation
    4 citations · 2024
  10. 10
    Best of Both Worlds: Hybrid SNN-ANN Architecture for Event-based Optical Flow Estimation
    4 citations · 2023

Key Collaborators

AKAdarsh Kumar Kosta4 shared papersDSDeepika Sharma3 shared papersSNShubham Negi2 shared papersMAMustafa Ali2 shared papersSSSourav Sanyal2 shared papersPPPriyadarshini Panda2 shared papersAAAayush Ankit1 shared papersPMPeyman Moghadam1 shared papersSTSina Tayebati1 shared papersNJNethmi Jayasinghe1 shared papersDKDivake Kumar1 shared papersCLChankyu Lee1 shared papersPWParami Wijesinghe1 shared papersNMNirmoy Modak1 shared papersUSUtkarsh Saxena1 shared papersKCKenneth Chaney1 shared papersARAmit Ranjan Trivedi1 shared papersSSSayeed Shafayet Chowdhury1 shared papersSRSourjya Roy1 shared papersRKRohan Kumar Manna1 shared papers
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