Titlebook: Neural Information Processing; 26th International C Tom Gedeon,Kok Wai Wong,Minho Lee Conference proceedings 2019 Springer Nature Switzerla

tenuous

喃喃诉苦

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

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

incision

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

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