Brain Intelligence: Go beyond Artificial Intelligence

Abstract

Artificial intelligence (AI) is an important technology that supports daily social life and economic activities. It contributes greatly to the sustainable growth of Japan's economy and solves various social problems. In recent years, AI has attracted attention as a key for growth in developed countries such as Europe and the United States and developing countries such as China and India. The attention has been focused mainly on developing new artificial intelligence information communication technology (ICT) and robot technology (RT). Although recently developed AI technology certainly excels in extracting certain patterns, there are many limitations. Most ICT models are overly dependent on big data, lack a self-idea function, and are complicated. In this paper, rather than merely developing nextgeneration artificial intelligence technology, we aim to develop a new concept of general-purpose intelligence cognition technology called "Beyond AI". Specifically, we plan to develop an intelligent learning model called "Brain Intelligence (BI)" that generates new ideas about events without having experienced them by using artificial life with an imagine function. We will also conduct demonstrations of the developed BI intelligence learning model on automatic driving, precision medical care, and industrial robots.

Multi-view point cloud registration with adaptive convergence threshold and its application in 3D model retrieval

“…-Registration of the point cloud data. The iteration computation terminates at two conditions: (1) The average distance between the newly transformed point cloud and the model point cloud is less than the adaptive threshold e thr ; (2) The maximum iteration number N iter is reached. Otherwise, the newly transformed point cloud is utilized as a new point cloud P to continue the iteration.…”

“…According to the features of the 3D face model, the registration between the standard and test facial triangles is performed, where the standard facial triangle F T S is annotated based on the standard 3D face model D S . The following steps are implemented for the registration: (1) The test triangle is shifted to make its center coincide with that of the standard facial triangle;…”

“…Artificial intelligence (AI) and multimedia are important technologies to support people's daily life and economic activities [1]. These technologies can be applied to the applications of cross-modal retrieval [2], motor anomaly detection [3], etc.…”

Asymptotic Output Tracked Artificial Immunity Controller for Eco-Maximum Power Point Tracking of Wind Turbine Driven by Doubly Fed Induction Generator

“…Even though a GPU has many computational cores, FPGA has more advantages. It has better performance per watt and also provides flexible reconfigurable hardware [61]. FPGA is an integrated circuit which is configured using Very high speed integrated circuits Hardware Description Language (VHDL) or Verilog.…”

Sensory Processing and Categorization in Cortical and Deep Neural Networks

“…(Davenport and Harris, 2005;Karanasiou and Pinotsis, 2017;Vatansever et al, 2017). Decisions are often taken in dynamic and challenging environments, under timing constraints, stress or considerable cognitive load (Risko and Gilbert, 2016), thus designing automated decision making systems is challenging too (Grace et al, 2017;Lu et al, 2018). At the same time, humans can effortlessly accomplish many decision making tasks that are deemed difficult for AI systems, e.g.…”