tenuous 发表于 2025-3-30 11:06:56
http://reply.papertrans.cn/67/6636/663587/663587_51.png喃喃诉苦 发表于 2025-3-30 14:19:33
One Analog Neuron Cannot Recognize Deterministic Context-Free Languages we generalize this result by showing that any non-regular DCFL cannot be recognized by 1ANNs with real weights, which means (DCFLs . REG.2ANNs . 1ANNs), implying 0ANNs . 1ANNs . DCFLs. For this purpose, we show that . is the simplest non-regular DCFL by reducing . to any language in this class, whi诱惑 发表于 2025-3-30 17:40:07
Tag-Based Semantic Features for Scene Image Classificationenerate filter words (codebook). Finally, each image is represented by the histogram of the occurrences of filter words in all categories. We evaluate the performance of the proposed features in scene image classification on three commonly-used scene image datasets (i.e., MIT-67, Scene15 and Event8)遗传 发表于 2025-3-30 23:17:01
http://reply.papertrans.cn/67/6636/663587/663587_54.pngincision 发表于 2025-3-31 03:05:10
Mechanisms of Reward-Modulated STDP and Winner-Take-All in Bayesian Spiking Decision-Making Circuit of decision-making. Experiments in the random-dot motion discrimination task demonstrate that the proposed spiking decision-making circuit exhibits WTA property and has a better performance compared with unsupervised STDP.狂热语言 发表于 2025-3-31 06:15:51
Homeostasis-Based CNN-to-SNN Conversion of Inception and Residual Architecturesrimental results on CIFAR dataset show that the SNNs built by the conversion framework achieve better performance than those trained with spike-based algorithms. In particular, the accuracy gap between converted SNNs and original CNNs is further reduced, which is helpful for large-scale employment o