Abstract: A semiconductor device includes ferromagnetic, magnetostrictive layer that exhibits a biaxial magnetic anisotropy and an underlying structure exhibits a spin Hall effect to provide a conversion between electrical energy and magnetic energy with more than two distinctive magnetic states, wherein the underlying structure includes a piezoelectric material structure and a spin Hall metal layer.

Abstract: An information processing apparatus acquires user features indicating features for each of a plurality of users and item features indicating features for each of a plurality of items, acquires time-series information indicating time-series interactions between the plurality of users and the plurality of items, constructs, based on the user features, the item features, and the time-series information, a graph including a plurality of user nodes representing the plurality of users, a plurality of item nodes representing the plurality of items, and links indicating interaction relationships in the plurality of user nodes and the plurality of item nodes, and extracts, from the graph, a node representation in the graph for any node among the plurality of user nodes and the plurality of item nodes.

Abstract: An information processing apparatus acquires factual features of each of a plurality of users as user features, creates a relationship graph showing a social relationship between the plurality of users based on the user features, sets a target user among the users, sets at least one user related to the target user among the plurality of users as a related user based on the relationship graph, and estimates an attribute of the target user based on the user feature of the target user and the user feature of the related user.

Abstract: An information processing apparatus acquires factual features of each of a plurality of users as user features, creates a relationship graph indicating a social relationship among the plurality of users based on the user features, sets a target user among the plurality of users, and predicts a disease risk indicating the risk of developing at least one predetermined disease for the target user, based on the relationship graph and the user feature of the target user.

Abstract: An information processing apparatus selects, from a plurality of users, a model user group and a target user group that is different from the model user group, generates, for each user of the target user group, a user representation representing relationships with the plurality of users and the plurality of items, and predicts, based on the user representation, one or more users that have features similar to those of users included in the model user group, from the target user group, as a similar user group.

Abstract: Provided is a technique for realizing targeting in which social connections are considered. An information processing apparatus acquires factual features of each of a plurality of users as user features, and based on the user features, creates a relationship graph showing a social relationship between the plurality of users, sets one or more users among the plurality of users as a target user group, and based on the relationship graph and the user features of the target user group, adds one or more users, among the plurality of users, having a social relationship with a user included in the target user group to the target user group and determines the resulting target user group as an expanded user group.

Abstract: An information processing apparatus acquires a factual feature of each of a plurality of users as user features, acquires features regarding a plurality of items as item features from a predetermined database, constructs, based on the user features and the item features, a graph including a plurality of user nodes representing the plurality of users, a plurality of item nodes representing the plurality of items, and links indicating mutual relationships between the plurality of user nodes and the plurality of item nodes, and extracts a node representation, in the graph, of any node of the plurality of user nodes and the plurality of item nodes from the graph.

Abstract: This patent document provides implementations and examples of circuits and devices based on low-energy consumption semiconductor structures exhibiting multi-valued states. In one aspect, a semiconductor device is configured to comprise: a multi-layer structure forming a magnetoelectric or multiferroic system to include a ferromagnetic, magnetostrictive layer that exhibits a biaxial magnetic anisotropy and an underlying metal structure exhibits a spin Hall effect to provide a conversion between electrical energy and magnetic energy with more than two distinctive magnetic states.

Abstract: A reconfigurable computer architecture includes a reconfigurable chip. The reconfigurable chip includes learning computing blocks that are interconnected virtually. The learning computing blocks each store a source address and a destination address and communicate with one another using message passing.

Abstract: The presently disclosed invention astutely turns the potentially detrimental crosstalk effect in nanocircuitry into an advantage by engineering interference among single lines. In one embodiment, a nanocircuit logic gate within an array of nanocircuitry comprises first and second aggressor metal conductive lines; a victim line; and an inverter coupled to the victim line; wherein the first and second aggressor conductive lines are positioned to induce a signal on the victim line. In another embodiment, a nanocircuit logic gate within an array of nanocircuitry comprises first and second aggressor metal conductive lines; a control aggressor metal conductive line; a victim line; and a first inverter coupled to the victim line; wherein the first and second aggressor conductive lines and the control aggressor conductive line are positioned to induce a signal on the victim line. Further embodiments include complex computational and logic structures based on these efficient logic circuits.

Abstract: The presently disclosed invention astutely turns the potentially detrimental crosstalk effect in nanocircuitry into an advantage by engineering interference among single lines. In one embodiment, a nanocircuit logic gate within an array of nanocircuitry comprises first and second aggressor metal conductive lines; a victim line; and an inverter coupled to the victim line; wherein the first and second aggressor conductive lines are positioned to induce a signal on the victim line. In another embodiment, a nanocircuit logic gate within an array of nanocircuitry comprises first and second aggressor metal conductive lines; a control aggressor metal conductive line; a victim line; and a first inverter coupled to the victim line; wherein the first and second aggressor conductive lines and the control aggressor conductive line are positioned to induce a signal on the victim line. Further embodiments include complex computational and logic structures based on these efficient logic circuits.