Intelligent Computing
@IntellComput
Followers
1K
Following
149
Media
94
Statuses
298
Intelligent Computing is an open access journal that publishes the latest research outcomes and technological breakthroughs in intelligent computing.
Joined July 2022
Intelligent Computing: A New Science Partner Journal in the field of #IntelligentComputing. Check out the mission and scope: Waiving APCs thru Dec 2024. #openaccess
0
0
1
New review article.Understanding Video Transformers: A Review on Key Strategies for Feature Learning and Performance Optimization.Nan Chen, Tie Xu, Mingrui Sun, Chenggui Yao, and Dongping Yang .#OpenAccess #PeerReviewed #IntelligentComputing.
spj.science.org
The video transformer model, a deep learning tool relying on the self-attention mechanism, is capable of efficiently capturing and processing spatiotemporal information in videos through effective...
0
1
1
New research article.Regional Explanations and Diverse Molecular Representations in Cheminformatics: A Comparative Study.Xin Wang, Amanda S. Barnard, and Sichao Li .#PeerReviewed #OpenAccess #IntelligentComputing.
spj.science.org
In cheminformatics, the explainability of machine learning models is important for interpreting complex chemical data, deriving new chemical insights, and building trust in predictive models....
0
1
1
New research article.Action-Curiosity-Based Deep Reinforcement Learning Algorithm for Path Planning in a Nondeterministic Environment.Junxiao Xue, Jinpu Chen, and Shiwen Zhang.#PeerReviewed #OpenAccess #IntelligentComputing.
spj.science.org
In the field of path planning, the efficiency and effectiveness of deep reinforcement learning (DRL) methods are often constrained by the algorithms’ exploration capabilities, particularly in dynamic...
0
1
2
New research article.A Graph-Based Learning Framework for Compiler Loop Auto-Vectorization.Yao Xiao, Nesreen K. Ahmed, Mihai Capotă, Guixiang Ma, Theodore L. Willke, Shahin Nazarian, and Paul Bogdan.#OpenAccess #PeerReviewed #IntelligentComputing.
spj.science.org
The single instruction multiple data (SIMD) capability in modern processors is critical to improving the performance of current compute-intensive programs. Modern compilers use vectorization techni...
0
0
1
New Review Article.A Survey of Task Planning with Large Language Models.Wenshuo Zhai, Jinzhi Liao, Ziyang Chen, Bolun Su, and Xiang Zhao.#intelligentcomputing.
spj.science.org
This paper presents a comprehensive survey of the current status and opportunities for large language models (LLMs) in task planning, a sophisticated process of reasoning and decision-making that...
0
0
1
New Research Article.A Two-Stage End-to-End Deep Learning Approach for Predicting Astrochemical Reactions.Jiawei Wang, Yanan Zhang, Haili Bu, Yang Lu, Manni Duan, Donghui Quan, and Peng Qiu.#intelligentcomputing.
spj.science.org
Understanding the astronomical evolution of celestial regions necessitates reconstructing evolutionary pathways within dynamic physical environments, which heavily relies on precise and comprehensive...
0
0
1
New Research Article.Compressing Neural Networks Using Tensor Networks with Exponentially Fewer Variational Parameters.Yong Qing, Ke Li, Peng-Fei Zhou, and Shi-Ju Ran.#intelligentcomputing.
spj.science.org
The neural network (NN) designed for challenging machine learning tasks is in general a highly nonlinear mapping that contains numerous variational parameters. The complexity of NNs, if unbounded or...
0
0
1
New review article.Single-Electron Spin Qubits in Silicon for Quantum Computing.Guangchong Hu, Wei Wister Huang, Ranran Cai, Lin Wang, Chih Hwan Yang, Gang Cao, Xiao Xue, Peihao Huang, and Yu He.#intelligentcomputing.
spj.science.org
The recent decade has witnessed substantial advancements in silicon quantum computing. Important milestones include demonstrations of quantum gates exceeding the fault-tolerance threshold, high-fid...
0
0
1
New review article.Generative Artificial Intelligence for Advancing Discovery and Design in Biomateriomics.Raffaele Pugliese, Silvia Badini, Emanuele Frontoni, and Stefano Regondi.#intelligentcomputing.
spj.science.org
This review explores the transformative impact of generative artificial intelligence (AI) on the field of biomateriomics, an emerging interdisciplinary area that integrates materials science,...
0
0
1
New article .Super Virus Machines: Faster Virus Transmission, More Efficiency Using Super channels.Antonio Ramírez-de-Arellano-Marrero, Luis Valencia-Cabrera, David Orellana-Martín, and Mario J. Pérez-Jiménez.#intelligentcomputing.
spj.science.org
Surpassing the classical computing architecture is one of the great challenges of computer science today. The branch that approaches it from a theoretical point of view, inspired by nature, is called...
0
0
0
New review article.From the Test Tube to the Cell: A Homecoming for DNA Computing Circuits?.Hyeyun Jung, Ethan Collinson, Alexander Patrick Hawes, and Harold Fellermann.#intelligentcomputing.
spj.science.org
This review article poses the overarching question: Can complex dynamic DNA nanodevices based on strand displacement reactions be operated within, and can they interoperate with living cells?...
0
1
1
New research article.Deep Learning and Methods Based on Large Language Models Applied to Stellar Light Curve Classification .Yu-Yang Li, Yu Bai, Cunshi Wang, Mengwei Qu, Ziteng Lu, Roberto Soria, and Jifeng Liu.#intelligentcomputing.
spj.science.org
Light curves serve as a valuable source of information on stellar formation and evolution. With the rapid advancement of machine learning techniques, they can be effectively processed to extract...
0
0
1
New review article.A Review of DNA Cryptography.Ling Chu, Yanqing Su, Xiangyu Yao, Peng Xu, and Wenbin Liu.#intelligentcomputing.
spj.science.org
Deoxyribonucleic acid (DNA), the oldest natural storage medium, offers a highly promising mode for information computing and storage with its high information density, low maintenance costs, and the...
0
0
1
New research article.A Quantum-Classical Method Applied to Material Design: Photochromic Materials Optimization for Photopharmacology Applications.Q Gao, M Sugawara, PD Nation, T Kobayashi, Y-y Ohnishi, H Tezuka, N Yamamoto .#intelligentcomputing.
spj.science.org
The integration of quantum chemistry, machine learning, and optimization calculations is expected to accelerate materials discovery by making large chemical spaces amenable to computational study, a...
0
0
3
Intelligent Computing has been accepted by the Web of Science! Articles will be included in the Emerging Sources Citation Index. The journal will receive an impact factor in 2025. #intelligentcomputing
0
1
2
New research article.Encoding Genetic and Structural Information in DNA Using Electric Field Gradients and Nuclear Spins.Yu Zheng and Quansheng Ren .#intelligentcomputing.
0
0
2
New research article.Dimensional Affective Speech Synthesis Based on Voice Conversion.Xin Zhang, Yaobin Wan, and Wei Wang.#intelligentcomputing.
spj.science.org
Affective speech synthesis can promote more natural human–computer interaction. Previous studies in the field of speech synthesis have used feature conversion to achieve natural affective speech....
0
0
0
New review article.Quantum Walk Computing: Theory, Implementation, and Application.Xiaogang Qiang, Shixin Ma, and Haijing Song.#intelligentcomputing.
spj.science.org
The classical random walk formalism plays an important role in a wide range of applications. Its quantum counterpart, the quantum walk, is proposed as an important theoretical model for quantum...
0
0
2
New perspective article.Passed the Turing Test: Living in Turing Futures.Bernardo Gonçalves.#intelligentcomputing.
spj.science.org
The world has seen the emergence of machines based on pretrained models, transformers, also known as generative artificial intelligences for their ability to produce various types of content,...
0
1
3
New .Animal Species Identification in Historical Parchments by Continuous Wavelet Transform–Convolutional Neural Network Classifier Applied to .Ultraviolet–Visible–Near-Infrared Spectroscopic Data.N Roy, H Pièrard, J Bouhy, A Mayer, O Deparis, D Gravis.
spj.science.org
Identification of animal species in medieval parchment manuscripts is highly relevant in cultural heritage studies. Usually, species identification is performed with slightly invasive methods. In...
0
0
2