Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations
Fuente:
arXiv
Saved in:
| Main Authors: | Mustafa, Yasmine, Elmahallawy, Mohamed, Luo, Tie |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MS2Edge: Towards Energy-Efficient and Crisp Edge Detection with Multi-Scale Residual Learning in SNNs
by: Fan, Yimeng, et al.
Published: (2025)
by: Fan, Yimeng, et al.
Published: (2025)
Acute Lymphoblastic Leukemia Detection Using Hypercomplex-Valued Convolutional Neural Networks
by: Vieira, Guilherme, et al.
Published: (2022)
by: Vieira, Guilherme, et al.
Published: (2022)
Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation
by: Hamzaoui, Imane, et al.
Published: (2024)
by: Hamzaoui, Imane, et al.
Published: (2024)
Artificial Bee Colony optimization of Deep Convolutional Neural Networks in the context of Biomedical Imaging
by: Martin, Adri Gomez, et al.
Published: (2024)
by: Martin, Adri Gomez, et al.
Published: (2024)
Deep Multi-Threshold Spiking-UNet for Image Processing
by: Li, Hebei, et al.
Published: (2023)
by: Li, Hebei, et al.
Published: (2023)
Latent Neural Cellular Automata for Resource-Efficient Image Restoration
by: Menta, Andrea, et al.
Published: (2024)
by: Menta, Andrea, et al.
Published: (2024)
Hardware-Algorithm Re-engineering of Retinal Circuit for Intelligent Object Motion Segmentation
by: Sinaga, Jason, et al.
Published: (2024)
by: Sinaga, Jason, et al.
Published: (2024)
Neuromorphic Retina: An FPGA-based Emulator
by: Philip, Prince, et al.
Published: (2025)
by: Philip, Prince, et al.
Published: (2025)
Biologically inspired deep residual networks for computer vision applications
by: Varghese, Prathibha, et al.
Published: (2022)
by: Varghese, Prathibha, et al.
Published: (2022)
NCST: Neural-based Color Style Transfer for Video Retouching
by: Jiang, Xintao, et al.
Published: (2024)
by: Jiang, Xintao, et al.
Published: (2024)
Retina-Inspired Object Motion Segmentation for Event-Cameras
by: Clerico, Victoria, et al.
Published: (2024)
by: Clerico, Victoria, et al.
Published: (2024)
Improvement of Spiking Neural Network with Bit Planes and Color Models
by: Luu, Nhan T., et al.
Published: (2024)
by: Luu, Nhan T., et al.
Published: (2024)
Region Masking to Accelerate Video Processing on Neuromorphic Hardware
by: Sarkar, Sreetama, et al.
Published: (2025)
by: Sarkar, Sreetama, et al.
Published: (2025)
Coarse-to-fine crack cue for robust crack detection
by: Liu, Zelong, et al.
Published: (2025)
by: Liu, Zelong, et al.
Published: (2025)
A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation
by: Wu, Yuli, et al.
Published: (2023)
by: Wu, Yuli, et al.
Published: (2023)
Speck: A Smart event-based Vision Sensor with a low latency 327K Neuron Convolutional Neuronal Network Processing Pipeline
by: Richter, Ole, et al.
Published: (2023)
by: Richter, Ole, et al.
Published: (2023)
Autonomous Driving using Spiking Neural Networks on Dynamic Vision Sensor Data: A Case Study of Traffic Light Change Detection
by: Chen, Xuelei, et al.
Published: (2023)
by: Chen, Xuelei, et al.
Published: (2023)
MindGrab for BrainChop: Fast and Accurate Skull Stripping for Command Line and Browser
by: Fani, Armina, et al.
Published: (2025)
by: Fani, Armina, et al.
Published: (2025)
EG-SpikeFormer: Eye-Gaze Guided Transformer on Spiking Neural Networks for Medical Image Analysis
by: Pan, Yi, et al.
Published: (2024)
by: Pan, Yi, et al.
Published: (2024)
Comparative Analysis of Vision Transformers and Traditional Deep Learning Approaches for Automated Pneumonia Detection in Chest X-Rays
by: Singh, Gaurav
Published: (2025)
by: Singh, Gaurav
Published: (2025)
Integrating Complexity and Biological Realism: High-Performance Spiking Neural Networks for Breast Cancer Detection
by: Rudnicka, Zofia, et al.
Published: (2025)
by: Rudnicka, Zofia, et al.
Published: (2025)
Deep Nonlinear Hyperspectral Unmixing Using Multi-task Learning
by: Mehrdad, Saeid, et al.
Published: (2024)
by: Mehrdad, Saeid, et al.
Published: (2024)
Neuromorphic Optical Tracking and Imaging of Randomly Moving Targets through Strongly Scattering Media
by: Zhang, Ning, et al.
Published: (2025)
by: Zhang, Ning, et al.
Published: (2025)
E-ReCON: An Energy- and Resource-Efficient Precision-Configurable Sparse nvCIM Macro for Conventional and Spiking Neural Edge Inference
by: Tenwar, Ankit Kumar, et al.
Published: (2026)
by: Tenwar, Ankit Kumar, et al.
Published: (2026)
Enhancing Skin Cancer Diagnosis (SCD) Using Late Discrete Wavelet Transform (DWT) and New Swarm-Based Optimizers
by: Mousa, Ramin, et al.
Published: (2024)
by: Mousa, Ramin, et al.
Published: (2024)
Snuffy: Efficient Whole Slide Image Classifier
by: Jafarinia, Hossein, et al.
Published: (2024)
by: Jafarinia, Hossein, et al.
Published: (2024)
Lightweight Convolutional Neural Networks for Retinal Disease Classification
by: Qasim, Duaa Kareem, et al.
Published: (2025)
by: Qasim, Duaa Kareem, et al.
Published: (2025)
Integrative Variational Autoencoders for Generative Modeling of an Image Outcome with Multiple Input Images
by: Lei, Bowen, et al.
Published: (2024)
by: Lei, Bowen, et al.
Published: (2024)
Task-Aware Tuning of Time Constants in Spiking Neural Networks for Multimodal Classification
by: Cheng, Chiu-Chang, et al.
Published: (2025)
by: Cheng, Chiu-Chang, et al.
Published: (2025)
A Bioplausible Model for the Expanding Hole Illusion: Insights into Retinal Processing and Illusory Motion
by: Nematzadeh, Nasim, et al.
Published: (2025)
by: Nematzadeh, Nasim, et al.
Published: (2025)
Stochastic Orthogonal Regularization for deep projective priors
by: Joundi, Ali, et al.
Published: (2025)
by: Joundi, Ali, et al.
Published: (2025)
From sparse recovery to plug-and-play priors, understanding trade-offs for stable recovery with generalized projected gradient descent
by: Joundi, Ali, et al.
Published: (2025)
by: Joundi, Ali, et al.
Published: (2025)
Energy-efficient SNN Architecture using 3nm FinFET Multiport SRAM-based CIM with Online Learning
by: Huijbregts, Lucas, et al.
Published: (2024)
by: Huijbregts, Lucas, et al.
Published: (2024)
Non-Invasive Qualitative Vibration Analysis using Event Camera
by: Bane, Dwijay, et al.
Published: (2024)
by: Bane, Dwijay, et al.
Published: (2024)
Line-based Event Preprocessing: Towards Low-Energy Neuromorphic Computer Vision
by: Gruel, Amélie, et al.
Published: (2026)
by: Gruel, Amélie, et al.
Published: (2026)
NYCTALE: Neuro-Evidence Transformer for Adaptive and Personalized Lung Nodule Invasiveness Prediction
by: Khademi, Sadaf, et al.
Published: (2024)
by: Khademi, Sadaf, et al.
Published: (2024)
Spiking Neural Network Feature Discrimination Boosts Modality Fusion
by: Oikonomou, Katerina Maria, et al.
Published: (2025)
by: Oikonomou, Katerina Maria, et al.
Published: (2025)
SpinalNet: Deep Neural Network with Gradual Input
by: Kabir, H M Dipu, et al.
Published: (2020)
by: Kabir, H M Dipu, et al.
Published: (2020)
L-SPINE: A Low-Precision SIMD Spiking Neural Compute Engine for Resource-efficient Edge Inference
by: Kumar, Sonu, et al.
Published: (2026)
by: Kumar, Sonu, et al.
Published: (2026)
Frame forecasting in cine MRI using the PCA respiratory motion model: comparing recurrent neural networks trained online and transformers
by: Pohl, Michel, et al.
Published: (2024)
by: Pohl, Michel, et al.
Published: (2024)
Similar Items
-
MS2Edge: Towards Energy-Efficient and Crisp Edge Detection with Multi-Scale Residual Learning in SNNs
by: Fan, Yimeng, et al.
Published: (2025) -
Acute Lymphoblastic Leukemia Detection Using Hypercomplex-Valued Convolutional Neural Networks
by: Vieira, Guilherme, et al.
Published: (2022) -
Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation
by: Hamzaoui, Imane, et al.
Published: (2024) -
Artificial Bee Colony optimization of Deep Convolutional Neural Networks in the context of Biomedical Imaging
by: Martin, Adri Gomez, et al.
Published: (2024) -
Deep Multi-Threshold Spiking-UNet for Image Processing
by: Li, Hebei, et al.
Published: (2023)