神經(jīng)計算歡迎旨在進(jìn)一步了解神經(jīng)網(wǎng)絡(luò)和學(xué)習(xí)系統(tǒng)的理論貢獻(xiàn)，包括但不限于架構(gòu)、學(xué)習(xí)方法、網(wǎng)絡(luò)動力學(xué)分析、學(xué)習(xí)理論、自組織、生物神經(jīng)網(wǎng)絡(luò)建模、感覺運動轉(zhuǎn)換和跨學(xué)科。人工智能、人工生命、認(rèn)知科學(xué)、計算學(xué)習(xí)理論、模糊邏輯、遺傳算法、信息論、機(jī)器學(xué)習(xí)、神經(jīng)生物學(xué)和模式識別等前沿課題。神經(jīng)計算包括實際方面，并對神經(jīng)計算的硬件和軟件開發(fā)環(huán)境（包括但不限于仿真軟件環(huán)境、仿真硬件體系結(jié)構(gòu)、并行計算模型、神經(jīng)計算機(jī)和神經(jīng)芯片（數(shù)字、模擬、光學(xué)和生物制品）的進(jìn)展作出貢獻(xiàn)。神經(jīng)計算報告在不同領(lǐng)域的應(yīng)用，包括但不限于信號處理、語音處理、圖像處理、計算機(jī)視覺、控制、機(jī)器人、優(yōu)化、調(diào)度、資源分配和財務(wù)預(yù)測。出版物類型：神經(jīng)計算出版有關(guān)神經(jīng)計算和仿射領(lǐng)域的文獻(xiàn)綜述。神經(jīng)計算會議報告，包括但不限于會議、講習(xí)班和研討會。神經(jīng)計算信件允許快速出版特殊的短通信。

Neurocomputing welcomes theoretical contributions aimed at winning further understanding of neural networks and learning systems, including, but not restricted to, architectures, learning methods, analysis of network dynamics, theories of learning, self-organization, biological neural network modelling, sensorimotor transformations and interdisciplinary topics with artificial intelligence, artificial life, cognitive science, computational learning theory, fuzzy logic, genetic algorithms, information theory, machine learning, neurobiology and pattern recognition.Neurocomputing covers practical aspects with contributions on advances in hardware and software development environments for neurocomputing, including, but not restricted to, simulation software environments, emulation hardware architectures, models of concurrent computation, neurocomputers, and neurochips (digital, analog, optical, and biodevices).Neurocomputing reports on applications in different fields, including, but not restricted to, signal processing, speech processing, image processing, computer vision, control, robotics, optimization, scheduling, resource allocation and financial forecasting.Types of publications:Neurocomputing publishes reviews of literature about neurocomputing and affine fields.Neurocomputing reports on meetings, including, but not restricted to, conferences, workshops and seminars.Neurocomputing Letters allow for the rapid publication of special short communications.