We propose an alternative design of memory augmented neural networks (MANNs) called Labeled Memory Networks (LMNs) suited for tasks requiring fast adaptation of batch-trained classification models. LMNs have two key differences with existing MANNs. First, LMNs organize the memory with the discrete class label as the primary key unlike the existing practice of key being a real vector derived fro...

Once we have studied effectively computable operations on numbers it is natural to ask whether there is a comparable notion for operations on functions. The essential difference between functions and numbers as basic objects is that functions are usually infinite rather than finite. With this in mind, in §1 of this chapter we discuss the features we might reasonably expect of an effective opera...

This paper describes the architecture, design & implementation of 2 bit ternary ALU (T-ALU) slice. The proposed ALU is designed for two-bit operation & can be used for n bit operations by cascading n/2 ALU slices. This ALU is implemented using C-MOS ternary logic gates (T-Gates) for ternary arithmetic & logic circuits. Ternary gates are implemented using enhancement / depletion MOSFET technolog...

Intuitionistic fuzzy sets can effectively deal with the support information, opposition information and abstention information of candidates in many voting. However, it may be hardly to handle some information of voting for non-candidates in some voting. In order to handle the aforementioned problem, the concept of ternary fuzzy set and ternary fuzzy number are defined, and the corresponding op...