Amey M. Kulkarni

Publication Activity (10 Years)

Years Active: 2014-2018
Publications (10 Years): 15

Top Topics

Convolutional Neural Network

Biometric Authentication

Compressive Sensing

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Amey M. Kulkarni, Colin Shea, Tahmid Abtahi, Houman Homayoun, Tinoosh Mohsenin
Low Overhead CS-Based Heterogeneous Framework for Big Data Acceleration. ACM Trans. Embed. Comput. Syst. 17 (1) (2018)
Tahmid Abtahi, Colin Shea, Amey M. Kulkarni, Tinoosh Mohsenin
Accelerating Convolutional Neural Network With FFT on Embedded Hardware. IEEE Trans. Very Large Scale Integr. Syst. 26 (9) (2018)
Amey M. Kulkarni, Colin Shea, Houman Homayoun, Tinoosh Mohsenin
LESS: Big data sketching and Encryption on low power platform. DATE (2017)
Tahmid Abtahi, Amey M. Kulkarni, Tinoosh Mohsenin
Accelerating convolutional neural network with FFT on tiny cores. ISCAS (2017)
Morteza Hosseini, Rashidul Islam, Amey M. Kulkarni, Tinoosh Mohsenin
A Scalable FPGA-Based Accelerator for High-Throughput MCMC Algorithms. FCCM (2017)
Adwaya Kulkarni, Tahmid Abtahi, Colin Shea, Amey M. Kulkarni, Tinoosh Mohsenin
PACENet: Energy efficient acceleration for convolutional network on embedded platform. ISCAS (2017)
Amey M. Kulkarni, Tinoosh Mohsenin
Low Overhead Architectures for OMP Compressive Sensing Reconstruction Algorithm. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2017)
Amey M. Kulkarni, Tahmid Abtahi, Emily Smith, Tinoosh Mohsenin
Low Energy Sketching Engines on Many-Core Platform for Big Data Acceleration. ACM Great Lakes Symposium on VLSI (2016)
Amey M. Kulkarni, Ali Jafari, Chris Sagedy, Tinoosh Mohsenin
Sketching-based high-performance biomedical big data processing accelerator. ISCAS (2016)
Amey M. Kulkarni, Youngok K. Pino, Tinoosh Mohsenin
Adaptive real-time Trojan detection framework through machine learning. HOST (2016)
Amey M. Kulkarni, Ali Jafari, Colin Shea, Tinoosh Mohsenin
CS-Based Secured Big Data Processing on FPGA. FCCM (2016)
Amey M. Kulkarni, Youngok K. Pino, Tinoosh Mohsenin
SVM-based real-time hardware Trojan detection for many-core platform. ISQED (2016)
Amey M. Kulkarni, Youngok K. Pino, Matthew French, Tinoosh Mohsenin
Real-Time Anomaly Detection Framework for Many-Core Router through Machine-Learning Techniques. ACM J. Emerg. Technol. Comput. Syst. 13 (1) (2016)
Amey M. Kulkarni, Tinoosh Mohsenin
Accelerating compressive sensing reconstruction OMP algorithm with CPU, GPU, FPGA and domain specific many-core. ISCAS (2015)
Adam Page, Amey M. Kulkarni, Tinoosh Mohsenin
Utilizing deep neural nets for an embedded ECG-based biometric authentication system. BioCAS (2015)
Mohammad Khavari Tavana, Amey M. Kulkarni, Abbas Rahimi, Tinoosh Mohsenin, Houman Homayoun
Energy-efficient mapping of biomedical applications on domain-specific accelerator under process variation. ISLPED (2014)
Amey M. Kulkarni, Houman Homayoun, Tinoosh Mohsenin
A parallel and reconfigurable architecture for efficient OMP compressive sensing reconstruction. ACM Great Lakes Symposium on VLSI (2014)