A dual-stream neural network explains the functional segregation of dorsal and ventral visual pathways in human brains

M Choi, K Han, X Wang, Y Zhang… - Advances in Neural …, 2023 - proceedings.neurips.cc
… In summary, we introduce a new dual-stream neural network that incorporates the brain’s
mechanisms for parallel visual processing. The defining features of our model include 1) using …

Double-stream convolutional neural networks for machine vision inspection of natural products

P Dolata, M Mrzygłód, J Reiner - Applied Artificial Intelligence, 2017 - Taylor & Francis
two sides yields performance benefits over single-sided imaging. Then we introduce a
double-stream convolutional network for reasoning from two … information from two streams. We …

Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data

W Ullah, A Ullah, T Hussain, K Muhammad… - Future Generation …, 2022 - Elsevier
… (BVD) using Artificial Intelligence of Things (AIoT). Smart surveillance is an important
application of AIoT and we propose a two-stream neural network in this direction. The first stream

A novel parallel merge neural network with streams of spiking neural network and artificial neural network

J Yang, J Zhao - Information Sciences, 2023 - Elsevier
… we propose a novel neural network model, the parallel merge neural network (PMNN), …
neural network in this article. There are two parallel streams in our network (parallel merge neural

Indoor relocalization in challenging environments with dual-stream convolutional neural networks

R Li, Q Liu, J Gui, D Gu, H Hu - … on Automation Science and …, 2017 - ieeexplore.ieee.org
neural network architecture for RGB-D images is introduced, a training method by stages
for the dual-stream … By introducing the range information into the network through a dual-stream

Developing a dual-stream deep-learning neural network model for improving county-level winter wheat yield estimates in China

H Huang, J Huang, Q Feng, J Liu, X Li, X Wang, Q Niu - Remote sensing, 2022 - mdpi.com
… convolutional neural network and recurrent neural network … a novel dual-stream deep-learning
neural network model to … convolutional neural networks and recurrent neural networks for …

A dual stream spectrum deconvolution neural network

L Deng, G Xu, Y Dai, H Zhu - IEEE Transactions on Industrial …, 2021 - ieeexplore.ieee.org
… article, a dual stream neural network is … dual stream network. Furthermore, a heuristic
learning strategy from the perspective of balanced self-paced learning is exploited to help network

A review of online learning in supervised neural networks

LC Jain, M Seera, CP Lim… - Neural computing and …, 2014 - Springer
online (or incremental) learning. In this paper, a review of a variety of supervised neural
networks with online … The main characteristics of a neural network can be explained in two parts, …

A novel dual-stream self-attention neural network for remaining useful life estimation of mechanical systems

D Xu, H Qiu, L Gao, Z Yang, D Wang - Reliability Engineering & System …, 2022 - Elsevier
… We establish a dual-stream structure network to extract features from the original and auxiliary
data simultaneously and exploit all degraded information to enhance the performance of …

Single-image dehazing based on two-stream convolutional neural network

J Meng, Y Li, HH Liang, Y Ma - Journal of Artificial Intelligence …, 2022 - ojs.istp-press.com
twostream convolutional neural network for single-image dehazing. Two dehazing feature
streams are constructed in this network… feature stream and high-level semantic features stream