Darshika G. Perera

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 26

Top Topics

Computational Models

Stream Clustering

Electric Vehicles

Hardware Architecture

Top Venues

Publications

Mokhles A. Mohsin, S. Navid Shahrouzi, Darshika G. Perera
Composing Efficient Computational Models for Real-Time Processing on Next-Generation Edge-Computing Platforms. IEEE Access 12 (2024)
E. Ranjith, Latha Parthiban, Thamarai Pugazhendhi Latchoumi, Ananda Kumar Subramanian, Darshika G. Perera, Sangeetha Ramaswamy
An Effective Content Based Image Retrieval System Using Deep Learning Based Inception Model. Wirel. Pers. Commun. 133 (2) (2023)
Jeremy R. Graf, Darshika G. Perera
Optimizing Density-Based Ant Colony Stream Clustering Using FPGA-Based Hardware Accelerator. ISCAS (2023)
K. Lavanya, Abhilasha Gondchar, Irene Maria Mathew, Sumitkumar Sarda, Ananda Kumar Subramanian, Anand Mahendran, Darshika G. Perera
Land Cover Classification Using Landsat 7 Data for Land Sustainability. Wirel. Pers. Commun. 132 (1) (2023)
Srikanth Ramadurgam, Darshika G. Perera
A Systolic Array Architecture for SVM Classifier for Machine Learning on Embedded Devices. ISCAS (2023)
Raghavendra Kumar Chunduri, Darshika G. Perera
Neuromorphic Sentiment Analysis Using Spiking Neural Networks. Sensors 23 (18) (2023)
Muhammad Arif, Darshika G. Perera
Edge Computing-based Adaptive Machine Learning Model for Dynamic IoT Environment. ISCAS (2023)
Anne K. Madsen, Darshika G. Perera
Toward Composing Efficient FPGA-Based Hardware Accelerators for Physics-Based Model Predictive Control Smart Sensor for HEV Battery Cell Management. IEEE Access 11 (2023)
Anne K. Madsen, Darshika G. Perera
Composing Optimized Embedded Software Architectures for Physics-Based EKF-MPC Smart Sensor for Li-Ion Battery Cell Management. Sensors 22 (17) (2022)
Jari Nurmi, Darshika G. Perera
Intelligent Cognitive Radio Architecture Applying Machine Learning and Reconfigurability. NorCAS (2021)
S. Navid Shahrouzi, Arkan Alkamil, Darshika G. Perera
Towards Composing Optimized Bi-Directional Multi-Ported Memories for Next-Generation FPGAs. IEEE Access 8 (2020)
Arkan Alkamil, Darshika G. Perera
Towards Dynamic and Partial Reconfigurable Hardware Architectures for Cryptographic Algorithms on Embedded Devices. IEEE Access 8 (2020)
Anne K. Madsen, Michael Scott Trimboli, Darshika G. Perera
An Optimized FPGA-Based Hardware Accelerator for Physics-Based EKF for Battery Cell Management. ISCAS (2020)
P. V. V. Kishore, Darshika G. Perera, Maddala Teja Kiran Kumar, Dande Anil Kumar, Kiran Kumar Eepuri
A Quad Joint Relational Feature for 3D Skeletal Action Recognition with Circular CNNs. ISCAS (2020)
Mong Tee Sim, Darshika G. Perera
A Fast and Secure Pipelined Barrel Processor for Safety-Critical Applications for Real-Time Operating Systems. UEMCON (2019)
S. Navid Shahrouzi, Darshika G. Perera
HDL Code Optimizations: Impact on Hardware Implementations and CAD Tools. PACRIM (2019)
S. Navid Shahrouzi, Darshika G. Perera
Optimized hardware accelerators for data mining applications on embedded platforms: Case study principal component analysis. Microprocess. Microsystems 65 (2019)
Arkan Alkamil, Darshika G. Perera
Efficient FPGA-Based Reconfigurable Accelerators for SIMON Cryptographic Algorithm on Embedded Platforms. ReConFig (2019)
Darshika G. Perera, Kin Fun Li
A design methodology for mobile and embedded applications on FPGA-based dynamic reconfigurable hardware. Int. J. Embed. Syst. 11 (5) (2019)
Mokhles A. Mohsin, Darshika G. Perera
An FPGA-Based Hardware Accelerator for K-Nearest Neighbor Classification for Machine Learning on Mobile Devices. HEART (2018)
S. Navid Shahrouzi, Darshika G. Perera
Optimized Counter-Based Multi-Ported Memory Architectures for Next-Generation FPGAs. SoCC (2018)
Anne K. Madsen, Darshika G. Perera
Efficient embedded architectures for fast-charge model predictive controller for battery cell management in electric vehicles. EURASIP J. Embed. Syst. 2018 (1) (2018)
S. Navid Shahrouzi, Darshika G. Perera
Dynamic partial reconfigurable hardware architecture for principal component analysis on mobile and embedded devices. EURASIP J. Embed. Syst. 2017 (2017)
S. Navid Shahrouzi, Darshika G. Perera
An efficient embedded multi-ported memory architecture for next-generation FPGAs. ASAP (2017)
S. Navid Shahrouzi, Darshika G. Perera
An efficient FPGA-based memory architecture for compute-intensive applications on embedded devices. PACRIM (2017)
Ramprasad Raghavan, Darshika G. Perera
A fast and scalable FPGA-based parallel processing architecture for K-means clustering for big data analysis. PACRIM (2017)
Darshika G. Perera, Kin Fun Li
Analysis of Computational Models and Application Characteristics Suitable for Reconfigurable FPGAs. 3PGCIC (2015)
Darshika G. Perera
Analysis of FPGA-Based Reconfiguration Methods for Mobile and Embedded Applications. FPGAworld (2015)
Kin Fun Li, Darshika G. Perera
A Hardware Collective Intelligence Agent. Trans. Comput. Collect. Intell. 10 (2013)
Darshika G. Perera, Kin Fun Li
FPGA-Based Reconfigurable Hardware for Compute Intensive Data Mining Applications. 3PGCIC (2011)
Darshika G. Perera, Kin Fun Li
Similarity Computation Using Reconfigurable Embedded Hardware. DASC (2009)
Darshika G. Perera, Kin Fun Li
Parallel Computation of Similarity Measures Using an FPGA-Based Processor Array. AINA (2008)
Kin Fun Li, Darshika G. Perera
An Investigation of Chip-Level Hardware Support for Web Mining. AINA Workshops (1) (2007)