olfactory insect system/ C1230D Neural nets C1290L Systems theory applications in biology and medicine C1230L Learning in AIThere are many network structures in the brain that have a strong divergence of connections from one processing layer to the next. Good examples are found in the olfactory...
在执行AI推理负载和处理优化问题时,基于Loihi 2芯片的系统速度比常规CPU和GPU架构快50倍,同时能耗降低100倍。 这篇名为《基于赫布学习的正交投影用于尖峰神经网络的持续学习》的论文解决了人工智能领域中的一个重要挑战:神经网络中的灾难性遗忘。由Mingqing Xiao撰写,这项研究介绍了一种新颖的方法,模仿人脑的能力,可...
learning rulesynaptic plasticity/ C1230L Learning in AI C1290L Systems theory applications in biology and medicine C1230D Neural netsA correlation based Hebbian鈥揃ayesian learning rule formulated on theoretical, probabilistic grounds has been extended to an incremental version running in continuous ...
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Finally, a comparative analysis of the implementation strategies is carried out and grounded recommendations for Hebbian learning application are formulated.A. V. DemidovskijAI Team, Huawei Russian Research Institute 121614 Moscow RussiaM. S. Kazyulina...
Andres Upegui, Carlos Andres Pena-Reyes, Eduardo Sanchez : "A hardware implementation of a network of functional spiking neurons with Hebbian learning", Biologically Inspired Approaches to Advanced Information Technology, Springer Berlin Heidelberg, 233-243, 2004...
Jacyna, G.M., Malaret, E.R.: Classification performance of a hopfield neural net- work based on a hebbian-like learning rule. IEEE Transactions on Information Theory 35(2), 263-280 (March 1989). https://doi.org/10.1109/18.32122
Groumpos, Fuzzy cognitive map learning based on nonlinear Hebbian rule, in: AI 2003 Advances in Artificial Intelligence, Springer, Berlin Heidelberg, 2003, pp. 256-268.Papageorgiou, E.I., Stylios, C.D., Groumpos, P.P.: Fuzzy Cognitive Map Learning based on Nonlinear Hebbian Rule. In: ...
Treur J, and Umair M. On Rationality of Decision Models Incorporating Emotion-Related Valuing and Hebbian Learning. Neural Information Processing 2011, Springer Verlag, Lecture Notes in AI, pp. 217 229.Treur, J., Umair, M.: On Rationality of Decision Models Incorporating Emotion-Related Valuing ...
On Rationality of Decision Models Incorporating Emotion-Related Valuing and Hebbian Learning. Neural Information Processing 2011, Springer Verlag, Lecture Notes in AI, pp. 217-229.Treur, J., Umair, M., (2015). Emotions as a Vehicle for Rationality: Rational Decision Making Models Based on ...