[PDF][PDF] 类脑智能研究的回顾与展望

曾毅, 刘成林, 谭铁牛 - 计算机学报, 2016 - cjc.ict.ac.cn
摘要人工智能学科诞生以来, 实现人类水平的智能系统便是本学科探索的长期目标.
然而经历了近60 年的发展, 目前还没有任何一个通用智能系统能够接近人类水平 …

Brain-inspired Artificial Intelligence: A Comprehensive Review

J Ren, F Xia - arXiv preprint arXiv:2408.14811, 2024 - arxiv.org
Current artificial intelligence (AI) models often focus on enhancing performance through
meticulous parameter tuning and optimization techniques. However, the fundamental design …

[HTML][HTML] 脑科学与类脑研究概述

蒲慕明, 徐波, 谭铁牛 - 中国科学院院刊, 2016 - old2022.bulletin.cas.cn
脑科学和类脑智能技术是两个重要的前沿科技领域; 二者相互借鉴, 相互融合的发展是近年来
国际科学界涌现的新趋势. 脑科学研究对大脑认知神经原理的认识, 提升了人类对自身的理解和 …

A reinforcement learning algorithm for rescheduling preempted tasks in fog nodes

B Nair, SMS Bhanu - Journal of Scheduling, 2022 - Springer
The fog server in a fog computing paradigm extends cloud services to latency-sensitive
tasks by employing fog nodes (FNs) near user devices. The resource-constrained FNs face …

Functional brain network dynamics based on the Hindmarsh–Rose model

G Lv, N Zhang, K Ma, J Weng, P Zhu, F Chen, G He - Nonlinear Dynamics, 2021 - Springer
In order to reveal the dynamics of brain network, we proposed a new research method
based on the Hindmarsh–Rose model. In the method, a neural network model was …

Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants

JC Sanchez, B Mahmoudi, J DiGiovanna, JC Principe - Neural Networks, 2009 - Elsevier
The success of brain–machine interfaces (BMI) is enabled by the remarkable ability of the
brain to incorporate the artificial neuroprosthetic 'tool'into its own cognitive space and use it …

Brain-inspired fast saliency-based filtering algorithm for ship detection in high-resolution SAR images

P Zhang, H Luo, M Ju, M He… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, we aim to improve the performance of synthetic aperture radar (SAR) ship
detection under complex conditions. The complex backgrounds are commonly encountered …

Policy gradient coagent networks

PS Thomas - Advances in Neural Information Processing …, 2011 - proceedings.neurips.cc
We present a novel class of actor-critic algorithms for actors consisting of sets of interacting
modules. We present, analyze theoretically, and empirically evaluate an update rule for …

Retinal spike train decoder using vector quantization for visual scene reconstruction

K Ma, ANJ Raj, V Rajangam, T Tjahjadi, M Liu… - Complex & Intelligent …, 2024 - Springer
The retinal impulse signal is the basic carrier of visual information. It records the distribution
of light on the retina. However, its direct conversion to a scene image is difficult due to the …

Alternative time representation in dopamine models

F Rivest, JF Kalaska, Y Bengio - Journal of computational neuroscience, 2010 - Springer
Dopaminergic neuron activity has been modeled during learning and appetitive behavior,
most commonly using the temporal-difference (TD) algorithm. However, a proper …