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02/22/2023
Mitigating Adversarial Attacks in Deepfake Detection: An Exploration of Perturbation and AI Techniques
Deep learning is a crucial aspect of machine learning, but it also makes...
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02/06/2023
Dynamic Training of Liquid State Machines
Spiking Neural Networks (SNNs) emerged as a promising solution in the fi...
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01/15/2023
Secure Video Streaming Using Dedicated Hardware
Purpose: The purpose of this article is to present a system that enhance...
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11/21/2022
Benchmarking Edge Computing Devices for Grape Bunches and Trunks Detection using Accelerated Object Detection Single Shot MultiBox Deep Learning Models
Purpose: Visual perception enables robots to perceive the environment. V...
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07/25/2022
Exploiting High Quality Tactile Sensors for Simplified Grasping
Robots are expected to grasp a wide range of objects varying in shape, w...
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07/13/2022
Estimating the Power Consumption of Heterogeneous Devices when performing AI Inference
Modern-day life is driven by electronic devices connected to the interne...
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07/06/2022
Real-Time Gesture Recognition with Virtual Glove Markers
Due to the universal non-verbal natural communication approach that allo...
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07/06/2022
Deep Learning approach for Classifying Trusses and Runners of Strawberries
The use of artificial intelligence in the agricultural sector has been g...
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12/12/2021
NeuroHSMD: Neuromorphic Hybrid Spiking Motion Detector
Vertebrate retinas are highly-efficient in processing trivial visual tas...
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09/09/2021
Object recognition for robotics from tactile time series data utilising different neural network architectures
Robots need to exploit high-quality information on grasped objects to in...
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09/09/2021
HSMD: An object motion detection algorithm using a Hybrid Spiking Neural Network Architecture
The detection of moving objects is a trivial task performed by vertebrat...
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11/07/2020
Strawberry Detection Using a Heterogeneous Multi-Processor Platform
Over the last few years, the number of precision farming projects has in...
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09/18/2019