LEARNING COMPACT DNN MODELS FOR BEHAVIOR PREDICTION FROM NEURAL ACTIVITY OF CALCIUM IMAGING [0.03%]
利用钙影像神经活动学习行为预测的紧凑型深度神经网络模型
Xiaomin Wu,Da-Ting Lin,Rong Chen et al.
Xiaomin Wu et al.
In this paper, we develop methods for efficient and accurate information extraction from calcium-imaging-based neural signals. The particular form of information extraction we investigate involves predicting behavior variables linked to ani...
Lorenzo Mucchi,Shahriar Shahabuddin,Mahmoud A M Albreem et al.
Lorenzo Mucchi et al.
6G networks have the burden to provide not only higher performance compared to 5G, but also to enable new service domains as well as to open the door over a new paradigm of mobile communication. This paper presents an overview on the role a...
Fine-tuning-based Transfer Learning for Characterization of Adeno-Associated Virus [0.03%]
基于微调的迁移学习在腺相关病毒表征中的应用研究
Aminul Islam Khan,Min Jun Kim,Prashanta Dutta
Aminul Islam Khan
Accurate and precise identification of adeno-associated virus (AAV) vectors play an important role in dose-dependent gene therapy. Although solid-state nanopore techniques can potentially be used to characterize AAV vectors by capturing ion...
LSTM Network Integrated with Particle Filter for Predicting the Bus Passenger Traffic [0.03%]
集成粒子滤波器的LSTM网络在公交车客流量预测中的应用
G S Vidya,V S Hari
G S Vidya
The paper reports a combination of the deep learning technique and bayesian filtering to effectively predict the passenger traffic. The architecture of the model integrates the particle filter with the LSTM network. The time series sequenti...
OpenVVC Decoder Parameterized and Interfaced Synchronous Dataflow (PiSDF) Model: Tile Based Parallelism [0.03%]
基于切片的并行性开启的开源视频编码器VVC解码器的参数化和接口化的同步数据流（PiSDF）模型
Naouel Haggui,Wassim Hamidouche,Fatma Belghith et al.
Naouel Haggui et al.
The emergence of the new video coding standard, Versatile Video Coding (VVC), has resulted in a 40-50% coding gain over its predecessor HEVC for the same visual quality. However, this is accompanied by a sharp increase in computational comp...
Vidya G S,Hari V S
Vidya G S
The paper summarizes the design and implementation of a passenger traffic prediction model, based on Gaussian Process Regression (GPR). Passenger traffic analysis is the present day requirement for proper bus scheduling and traffic manageme...
Jianwei Ke,Alex J Watras,Jae-Jun Kim et al.
Jianwei Ke et al.
A real-time 3D visualization (RT3DV) system using a multiview RGB camera array is presented. RT3DV can process multiple synchronized video streams to produce a stereo video of a dynamic scene from a chosen view angle. Its design objective i...
Automatic Non-Invasive Cough Detection based on Accelerometer and Audio Signals [0.03%]
基于加速计和音频信号的自动非侵入性咳嗽检测
Madhurananda Pahar,Igor Miranda,Andreas Diacon et al.
Madhurananda Pahar et al.
We present an automatic non-invasive way of detecting cough events based on both accelerometer and audio signals. The acceleration signals are captured by a smartphone firmly attached to the patient's bed, using its integrated accelerometer...
Hardware Implementation of a Fixed-Point Decoder for Low-Density Lattice Codes [0.03%]
低密度晶格码定点解码器的硬件实现
Rachna Srivastava,Vincent C Gaudet,Patrick Mitran
Rachna Srivastava
This paper describes a field-programmable gate array (FPGA) implementation of a fixed-point low-density lattice code (LDLC) decoder where the Gaussian mixture messages that are exchanged during the iterative decoding process are approximate...
Simo Särkkä,Lassi Roininen,Manon Kok et al.
Simo Särkkä et al.