43 citations · 56 across the 9 of their papers we have counts for
5 papers · 1 filter
Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks
Chenqi Li, Corey Lammie, Xuening Dong +3
During the past two decades, epileptic seizure detection and prediction algorithms have evolved rapidly. However, despite significant performance improvements, their hardware imple…
SDEX: Monte Carlo Simulation of Stochastic Differential Equations on Memristor Crossbars
Louis Primeau, Amirali Amirsoleimani, Roman Genov
Here we present stochastic differential equations (SDEs) on a memristor crossbar, where the source of gaussian noise is derived from the random conductance due to ion drift in the…
Design Space Exploration of Dense and Sparse Mapping Schemes for RRAM Architectures
Corey Lammie, Jason K. Eshraghian, Chenqi Li +4
The impact of device and circuit-level effects in mixed-signal Resistive Random Access Memory (RRAM) accelerators typically manifest as performance degradation of Deep Learning (DL…
AIDX: Adaptive Inference Scheme to Mitigate State-Drift in Memristive VMM Accelerators
Tony Liu, Amirali Amirsoleimani, Fabien Alibart +3
An adaptive inference method for crossbar (AIDX) is presented based on an optimization scheme for adjusting the duration and amplitude of input voltage pulses. AIDX minimizes the l…
Optimized Implementation of Memristor-Based Full Adder by Material Implication Logic
Mehri Teimoory, Amirali Amirsoleimani, Jafar Shamsi +3
Recently memristor-based applications and circuits are receiving an increased attention. Furthermore, memristors are also applied in logic circuit design. Material implication logi…