Jason Kamran Eshraghian

55 papers C 6Journal 38Unranked 11

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