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06/20/2022
Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks
During the past two decades, epileptic seizure detection and prediction ...
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05/13/2022
Toward A Formalized Approach for Spike Sorting Algorithms and Hardware Evaluation
Spike sorting algorithms are used to separate extracellular recordings o...
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02/03/2022
PRUNIX: Non-Ideality Aware Convolutional Neural Network Pruning for Memristive Accelerators
In this work, PRUNIX, a framework for training and pruning convolutional...
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01/27/2022
HYPERLOCK: In-Memory Hyperdimensional Encryption in Memristor Crossbar Array
We present a novel cryptography architecture based on memristor crossbar...
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01/18/2022
Design Space Exploration of Dense and Sparse Mapping Schemes for RRAM Architectures
The impact of device and circuit-level effects in mixed-signal Resistive...
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11/04/2020
Node-Centric Graph Learning from Data for Brain State Identification
Data-driven graph learning models a network by determining the strength ...
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10/25/2020