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09/15/2023
Astrocyte-Integrated Dynamic Function Exchange in Spiking Neural Networks
This paper presents an innovative methodology for improving the robustne...
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07/16/2023
Exploiting FPGA Capabilities for Accelerated Biomedical Computing
This study presents advanced neural network architectures including Conv...
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07/08/2023
A Survey of Spiking Neural Network Accelerator on FPGA
Due to the ability to implement customized topology, FPGA is increasingl...
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04/24/2023
Design optimization for high-performance computing using FPGA
Reconfigurable architectures like Field Programmable Gate Arrays (FPGAs)...
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01/17/2023
An Energy-Efficient Reconfigurable Autoencoder Implementation on FPGA
Autoencoders are unsupervised neural networks that are used to process a...
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06/27/2022
A Coupled Neural Circuit Design for Guillain-Barre Syndrome
Guillain-Barre syndrome is a rare neurological condition in which the hu...
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05/27/2022
Multiscale Voxel Based Decoding For Enhanced Natural Image Reconstruction From Brain Activity
Reconstructing perceived images from human brain activity monitored by f...
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04/06/2022
A Design Methodology for Fault-Tolerant Computing using Astrocyte Neural Networks
We propose a design methodology to facilitate fault tolerance of deep le...
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02/17/2022