Copertina

Realtime Facial Expression Recognition: Neuromorphic Hardware vs. Edge AI Accelerators

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Smith, Heath, Seekings, James, Mohammadi, Mohammadreza, Zand, Ramtin
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computer Vision and Pattern Recognition Machine Learning Neural and Evolutionary Computing Performance
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Towards Efficient Deployment of Hybrid SNNs on Neuromorphic and Edge AI Hardware
di: Seekings, James, et al.
Pubblicazione: (2024)

Event-driven Robust Fitting on Neuromorphic Hardware
di: Nguyen, Tam Ngoc-Bang, et al.
Pubblicazione: (2025)

Region Masking to Accelerate Video Processing on Neuromorphic Hardware
di: Sarkar, Sreetama, et al.
Pubblicazione: (2025)

Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations
di: Mustafa, Yasmine, et al.
Pubblicazione: (2024)

Neuromorphic Eye Tracking for Low-Latency Pupil Detection
di: Hueber, Paul, et al.
Pubblicazione: (2025)

Sparse Convolutional Recurrent Learning for Efficient Event-based Neuromorphic Object Detection
di: Wang, Shenqi, et al.
Pubblicazione: (2025)

Event2Vec: Processing Neuromorphic Events Directly by Representations in Vector Space
di: Fang, Wei, et al.
Pubblicazione: (2025)

SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization
di: Zhang, Jintao, et al.
Pubblicazione: (2024)

Event-based Optical Flow on Neuromorphic Processor: ANN vs. SNN Comparison based on Activation Sparsification
di: Xu, Yingfu, et al.
Pubblicazione: (2024)

Retina : Low-Power Eye Tracking with Event Camera and Spiking Hardware
di: Bonazzi, Pietro, et al.
Pubblicazione: (2023)

Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
di: Yao, Man, et al.
Pubblicazione: (2024)

Live Demonstration: Neuromorphic Radar for Gesture Recognition
di: Yadav, Satyapreet Singh, et al.
Pubblicazione: (2025)

Neuro-Inspired Visual Pattern Recognition via Biological Reservoir Computing
di: Ciampi, Luca, et al.
Pubblicazione: (2026)

Spiking Two-Stream Methods with Unsupervised STDP-based Learning for Action Recognition
di: El-Assal, Mireille, et al.
Pubblicazione: (2023)

SFATTI: Spiking FPGA Accelerator for Temporal Task-driven Inference -- A Case Study on MNIST
di: Caviglia, Alessio, et al.
Pubblicazione: (2025)

EEvAct: Early Event-Based Action Recognition with High-Rate Two-Stream Spiking Neural Networks
di: Neumeier, Michael, et al.
Pubblicazione: (2025)

Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition
di: Wang, Yang, et al.
Pubblicazione: (2024)

Energy-Aware Spike Budgeting for Continual Learning in Spiking Neural Networks for Neuromorphic Vision
di: Meem, Anika Tabassum, et al.
Pubblicazione: (2026)

PORTAL: Controllable Landscape Generator for Continuous Optimization-Part I: Framework
di: Yazdani, Danial, et al.
Pubblicazione: (2025)

Using Evolutionary Algorithms to Find Cache-Friendly Generalized Morton Layouts for Arrays
di: Swatman, Stephen Nicholas, et al.
Pubblicazione: (2023)

SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition
di: Wang, Xiao, et al.
Pubblicazione: (2023)

Time-Fair Benchmarking for Metaheuristics: A Restart-Fair Protocol for Fixed-Time Comparisons
di: Lian, Junbo Jacob
Pubblicazione: (2025)

Efficient Gesture Recognition on Spiking Convolutional Networks Through Sensor Fusion of Event-Based and Depth Data
di: Steffen, Lea, et al.
Pubblicazione: (2024)

Neuro-LIFT: A Neuromorphic, LLM-based Interactive Framework for Autonomous Drone FlighT at the Edge
di: Joshi, Amogh, et al.
Pubblicazione: (2025)

EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision
di: Yang, Yufeng, et al.
Pubblicazione: (2024)

From Neurons to Computation: Biological Reservoir Computing for Pattern Recognition
di: Iannello, Ludovico, et al.
Pubblicazione: (2025)

HOMI: Ultra-Fast EdgeAI platform for Event Cameras
di: H, Shankaranarayanan, et al.
Pubblicazione: (2025)

Scaling Up Resonate-and-Fire Networks for Fast Deep Learning
di: Huber, Thomas E., et al.
Pubblicazione: (2025)

An Automatic Detection Method for Hematoma Features in Placental Abruption Ultrasound Images Based on Few-Shot Learning
di: Liu, Xiaoqing, et al.
Pubblicazione: (2025)

TDSNNs: Competitive Topographic Deep Spiking Neural Networks for Visual Cortex Modeling
di: Zhou, Deming, et al.
Pubblicazione: (2025)

Revisiting Direct Encoding: Learnable Temporal Dynamics for Static Image Spiking Neural Networks
di: He, Huaxu
Pubblicazione: (2025)

Fully Spiking Neural Networks for Unified Frame-Event Object Tracking
di: Yang, Jingjun, et al.
Pubblicazione: (2025)

A Hybrid Deep Learning and Forensic Approach for Robust Deepfake Detection
di: Aribe Jr, Sales
Pubblicazione: (2025)

Frozen Backpropagation: Relaxing Weight Symmetry in Deep Spiking Neural Networks
di: Goupy, Gaspard, et al.
Pubblicazione: (2025)

Better, But Not Sufficient: Testing Video ANNs Against Macaque IT Dynamics
di: Dunnhofer, Matteo, et al.
Pubblicazione: (2026)

Expert-Adaptive Medical Image Segmentation
di: Hu, Binyan, et al.
Pubblicazione: (2024)

ESC: Evolutionary Stitched Camera Calibration in the Wild
di: Rypeść, Grzegorz, et al.
Pubblicazione: (2024)

A Novel Structure-Agnostic Multi-Objective Approach for Weight-Sharing Compression in Deep Neural Networks
di: Khosrowshahli, Rasa, et al.
Pubblicazione: (2025)

UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks
di: Qian, Yuanbin, et al.
Pubblicazione: (2025)

GazeSCRNN: Event-based Near-eye Gaze Tracking using a Spiking Neural Network
di: Groenen, Stijn, et al.
Pubblicazione: (2025)