Category: Publication

A new paper has been accepted in IEEE Transaction on Biomedical Circuits and Systems: https://ieeexplore.ieee.org/abstract/document/9729892 “Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks“, IEEE TBIOCAS, 2022. In this paper, we propose a novel low-latency parallel Convolutional Neural Network (CNN) architecture that has between 2-2,800x fewer network parameters compared to State-Of-The-Art (SOTA) CNN architectures…

A new paper has been accepted in IEEE Transaction on Circuits and Systems II: https://ieeexplore.ieee.org/abstract/document/9729892 Tony Liu, Amirali Amirsoleimani, Jianxiong Xu, Fabien Alibart, Yann Beilliard, Serge Ecoffey, Dominique Drouin, and Roman Genov, “CODEX: Stochastic Encoding Method to Relax Resistive Crossbar Accelerator Design Requirements“, IEEE TCAS2, 2022. In this work, a stochastic input encoding scheme (CODEX) is presented that aims to relax the…

Four papers have been accepted in ISCAS 2022, Austin, Texas, USA. We are looking forward to presenting the following papers in ISCAS 2022 this year. J. Cai, A. Amirsoleimani, Roman Genov, “HYPERLOCK: In-Memory Hyperdimensional Encryption in Memristor Crossbar Array“, Accepted in Circuits and Systems (ISCAS), 2022, IEEE International Symposium on, May, 2022. L. Primaue, A. Amirsoleimani, R.…