Jason Kamran Eshraghian

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 51

Top Topics

Unsupervised Learning

Inference Engine

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Juan Lu, Mohammed Bennamoun, Jonathon Stewart, Jason Kamran Eshraghian, Yanbin Liu, Benjamin J. W. Chow, Frank M. Sanfilippo, Girish Dwivedi
Multitask Deep Learning for Accurate Risk Stratification and Prediction of Next Steps for Coronary CT Angiography Patients. CoRR (2023)
Jason Kamran Eshraghian, Corey Lammie, Mostafa Rahimi Azghadi, Wei D. Lu
Navigating Local Minima in Quantized Spiking Neural Networks. AICAS (2022)
Xiaoyuan Wang, Zhiru Wu, Pengfei Zhou, Herbert Ho-Ching Iu, Sung-Mo Kang, Jason Kamran Eshraghian
FPGA Synthesis of Ternary Memristor-CMOS Decoders for Active Matrix Microdisplays. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (9) (2022)
Corey Lammie, Jason Kamran Eshraghian, Chenqi Li, Amirali Amirsoleimani, Roman Genov, Wei D. Lu, Mostafa Rahimi Azghadi
Design Space Exploration of Dense and Sparse Mapping Schemes for RRAM Architectures. CoRR (2022)
Jason Kamran Eshraghian, Wei D. Lu
The fine line between dead neurons and sparsity in binarized spiking neural networks. CoRR (2022)
Xiaoyuan Wang, Chuan-Tao Dong, Pengfei Zhou, Sanjoy Kumar Nandi, Shimul Kanti Nath, Robert Glen Elliman, Herbert Ho-Ching Iu, Sung-Mo Steve Kang, Jason Kamran Eshraghian
Low-Variance Memristor-Based Multi-Level Ternary Combinational Logic. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (6) (2022)
Peng Zhou, Dong-Uk Choi, Jason Kamran Eshraghian, Sung-Mo Kang
A Fully Memristive Spiking Neural Network with Unsupervised Learning. ISCAS (2022)
Peng Zhou, Dong-Uk Choi, Wei D. Lu, Sung-Mo Steve Kang, Jason Kamran Eshraghian
Gradient-Based Neuromorphic Learning on Dynamical RRAM Arrays. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (4) (2022)
Corey Lammie, Jason Kamran Eshraghian, Chenqi Li, Amirali Amirsoleimani, Roman Genov, Wei D. Lu, Mostafa Rahimi Azghadi
Design Space Exploration of Dense and Sparse Mapping Schemes for RRAM Architectures. ISCAS (2022)
Ziyu Wang, Fan-Hsuan Meng, Yongmo Park, Jason Kamran Eshraghian, Wei D. Lu
Side-channel attack analysis on in-memory computing architectures. CoRR (2022)
Mohammed E. Elbtity, Peyton Chandarana, Brendan Reidy, Jason Kamran Eshraghian, Ramtin Zand
APTPU: Approximate Computing Based Tensor Processing Unit. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (12) (2022)
Peng Zhou, Jason Kamran Eshraghian, Dong-Uk Choi, Wei D. Lu, Sung-Mo Kang
Gradient-based Neuromorphic Learning on Dynamical RRAM Arrays. CoRR (2022)
Pao-Sheng Vincent Sun, Alexander Titterton, Anjlee Gopiani, Tim Santos, Arindam Basu, Wei D. Lu, Jason Kamran Eshraghian
Intelligence Processing Units Accelerate Neuromorphic Learning. CoRR (2022)
Ziyao Zhang, Maria Sabrina Ma, Jason Kamran Eshraghian, Daniele Vigolo, Ken-Tye Yong, Omid Kavehei
Work in Progress: Neuromorphic Cytometry, High-throughput Event-based flow Flow-Imaging. EBCCSP (2022)
Yikai Yang, Nhan Duy Truong, Jason Kamran Eshraghian, Christina Maher, Armin Nikpour, Omid Kavehei
A Multimodal AI System for Out-of-Distribution Generalization of Seizure Identification. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Peng Zhou, Donguk Choi, Jason Kamran Eshraghian, Sung-Mo Steve Kang
A Fully Memristive Spiking Neural Network with Unsupervised Learning. CoRR (2022)
Dennis Robey, Wesley Thio, Herbert H. C. Iu, Jason Kamran Eshraghian
Naturalizing Neuromorphic Vision Event Streams Using GANs. CoRR (2021)
Jason Kamran Eshraghian, Kyoungrok Cho, Sung Mo Kang
CrossStack: A 3-D Reconfigurable RRAM Crossbar Inference Engine. CoRR (2021)
Xiaoyuan Wang, Chenxi Jin, Jason Kamran Eshraghian, Herbert Ho-Ching Iu, Congying Ha
A Behavioral SPICE Model of a Binarized Memristor for Digital Logic Implementation. Circuits Syst. Signal Process. 40 (6) (2021)
Corey Lammie, Jason Kamran Eshraghian, Wei D. Lu, Mostafa Rahimi Azghadi
Memristive Stochastic Computing for Deep Learning Parameter Optimization. CoRR (2021)
Xiaoyuan Wang, Zhiru Wu, Pengfei Zhou, Herbert H. C. Iu, Jason Kamran Eshraghian, Sung Mo Kang
FPGA Synthesis of Ternary Memristor-CMOS Decoders. CoRR (2021)
Max Ward, Amitava Datta, Hung X. Nguyen, Jason Kamran Eshraghian
Efficient Network Analysis Under Link Deletion. CoRR (2021)
Xiaoyuan Wang, Pengfei Zhou, Jason Kamran Eshraghian, Chih-Yang Lin, Herbert Ho-Ching Iu, Ting-Chang Chang, Sung-Mo Steve Kang
High-Density Memristor-CMOS Ternary Logic Family. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (1) (2021)
Jason Kamran Eshraghian, Max Ward, Emre Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, Mohammed Bennamoun, Doo Seok Jeong, Wei D. Lu
Training Spiking Neural Networks Using Lessons From Deep Learning. CoRR (2021)
Corey Lammie, Jason Kamran Eshraghian, Wei D. Lu, Mostafa Rahimi Azghadi
Memristive Stochastic Computing for Deep Learning Parameter Optimization. IEEE Trans. Circuits Syst. II Express Briefs 68 (5) (2021)
Seongwon You, Jason Kamran Eshraghian, Herbert H. C. Iu, Kyoungrok Cho
Low-Power Wireless Sensor Network Using Fine-Grain Control of Sensor Module Power Mode. Sensors 21 (9) (2021)
Seungbum Baek, Guk-Hyeon Yu, Jaewoo Kim, Chi Trung Ngo, Jason Kamran Eshraghian, Jong-Phil Hong
A Reconfigurable SRAM Based CMOS PUF With Challenge to Response Pairs. IEEE Access 9 (2021)
Coen Arrow, Hancong Wu, Seungbum Baek, Herbert H. C. Iu, Kianoush Nazarpour, Jason Kamran Eshraghian
Prosthesis Control Using Spike Rate Coding in the Retina Photoreceptor Cells. ISCAS (2021)
Jason Kamran Eshraghian, Kyoungrok Cho, Sung Mo Kang
A 3-D Reconfigurable RRAM Crossbar Inference Engine. ISCAS (2021)
Dennis E. Robey, Wesley Thio, Herbert H. C. Iu, Jason Kamran Eshraghian
Naturalizing Neuromorphic Vision Event Streams Using Generative Adversarial Networks. ISCAS (2021)
Sung-Mo Steve Kang, Donguk Choi, Jason Kamran Eshraghian, Peng Zhou, Jieun Kim, Bai-Sun Kong, Xiaojian Zhu, Ahmet Samil Demirkol, Alon Ascoli, Ronald Tetzlaff, Wei D. Lu, Leon O. Chua
How to Build a Memristive Integrate-and-Fire Model for Spiking Neuronal Signal Generation. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (12) (2021)
Seungbum Baek, Jason Kamran Eshraghian, Wesley Thio, Yulia Sandamirskaya, Herbert H. C. Iu, Wei D. Lu
Live Demonstration: Video-to-Spike Conversion Using a Real-Time Retina Cell Network Simulator. AICAS (2020)
Mostafa Rahimi Azghadi, Corey Lammie, Jason Kamran Eshraghian, Melika Payvand, Elisa Donati, Bernabé Linares-Barranco, Giacomo Indiveri
Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications. CoRR (2020)
Jason Kamran Eshraghian, Seungbum Baek, Timothée Levi, Takashi Kohno, Said F. Al-Sarawi, Philip H. W. Leong, Kyoung-Rok Cho, Derek Abbott, Omid Kavehei
Nonlinear retinal response modeling for future neuromorphic instrumentation. IEEE Instrum. Meas. Mag. 23 (1) (2020)
Jason Kamran Eshraghian, Qi Lin, Xiaoyuan Wang, Herbert H. C. Iu, Qing Hu, Hao Tong
A Behavioral Model of Digital Resistive Switching for Systems Level DNN Acceleration. IEEE Trans. Circuits Syst. II Express Briefs (5) (2020)
Seungbum Baek, Jason Kamran Eshraghian, Wesley Thio, Yulia Sandamirskaya, Herbert H. C. Iu, Wei D. Lu
A Real-Time Retinomorphic Simulator Using a Conductance-Based Discrete Neuronal Network. AICAS (2020)
Jason Kamran Eshraghian
Human ownership of artificial creativity. Nat. Mach. Intell. 2 (3) (2020)
Mostafa Rahimi Azghadi, Corey Lammie, Jason Kamran Eshraghian, Melika Payvand, Elisa Donati, Bernabé Linares-Barranco, Giacomo Indiveri
Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications. IEEE Trans. Biomed. Circuits Syst. 14 (6) (2020)
Coen Arrow, Jason Kamran Eshraghian, Hancong Wu, Seungbum Baek, Herbert H. C. Iu, Kianoush Nazarpour
Live Demonstration: Prosthesis Control Using a Real-Time Retina Cell Network Simulator. ICECS (2020)
Seungbum Baek, Jason Kamran Eshraghian, Sang-Hyun Ahn, Alex James, Kyoung-Rok Cho
A Memristor-CMOS Braun Multiplier Array for Arithmetic Pipelining. ICECS (2019)
Ciyan Zheng, Jason Kamran Eshraghian, Alex James, Herbert Ho-Ching Iu
Chaotic Oscillator Using Coupled Memristive Pairs. ICECS (2019)
Jason Kamran Eshraghian, Sung-Mo Steve Kang, Seungbum Baek, Garrick Orchard, Herbert Ho-Ching Iu, Wen Lei
Analog Weights in ReRAM DNN Accelerators. AICAS (2019)
Jaeheum Lee, Jason Kamran Eshraghian, Kyoung-Rok Cho, Kamran Eshraghian
Adaptive Precision CNN Accelerator Using Radix-X Parallel Connected Memristor Crossbars. CoRR (2019)
Ciyan Zheng, Dongsheng Yu, Herbert Ho-Ching Iu, Tyrone Fernando, Tingting Sun, Jason Kamran Eshraghian, Hengdao Guo
A Novel Universal Interface for Constructing Memory Elements for Circuit Applications. IEEE Trans. Circuits Syst. I Regul. Pap. (12) (2019)
Jason Kamran Eshraghian, Seungbum Baek, Jun-Ho Kim, Nicolangelo Iannella, Kyoung-Rok Cho, Yong-Sook Goo, Herbert H. C. Iu, Sung-Mo Steve Kang, Kamran Eshraghian
Formulation and Implementation of Nonlinear Integral Equations to Model Neural Dynamics Within the Vertebrate Retina. Int. J. Neural Syst. 28 (7) (2018)
Jason Kamran Eshraghian, Kyoung-Rok Cho, Ciyan Zheng, Minho Nam, Herbert Ho-Ching Iu, Wen Lei, Kamran Eshraghian
Neuromorphic Vision Hybrid RRAM-CMOS Architecture. IEEE Trans. Very Large Scale Integr. Syst. 26 (12) (2018)
Jason Kamran Eshraghian, Kyoung-Rok Cho, Herbert H. C. Iu, Tyrone Fernando, Nicolangelo Iannella, Sung-Mo Steve Kang, Kamran Eshraghian
Maximization of Crossbar Array Memory Using Fundamental Memristor Theory. IEEE Trans. Circuits Syst. II Express Briefs (12) (2017)
Jason Kamran Eshraghian, Kyoung-Rok Cho, Seungbum Baek, Jun-Ho Kim, Kamran Eshraghian
Biological modeling of vertebrate retina: Rod cell to bipolar cell. TSP (2017)
Jason Kamran Eshraghian, Seungbum Baek, Kyoung-Rok Cho, Nicolangelo Iannella, Jun-Ho Kim, Yong-Sook Goo, Herbert H. C. Iu, Tyrone Fernando, Kamran Eshraghian
Modelling and analysis of signal flow platform implementation into retinal cell pathway. APCCAS (2016)
Seungbum Baek, Jason Kamran Eshraghian, Kyoung-Rok Cho, Nicolangelo Iannella, Jun-Ho Kim, Herbert H. C. Iu, Tyrone Fernando, Kamran Eshraghian
Live demonstration: Signal flow platform implementation into retinal cell pathway. APCCAS (2016)
Jason Kamran Eshraghian, Herbert H. C. Iu, Tyrone Fernando, Dongsheng Yu, Zhen Li
Modelling and characterization of dynamic behavior of coupled memristor circuits. ISCAS (2016)