January 2023

Click here for the press release summary On October 4, 2022, the Nobel Prize in Physics was decided as follows: Alain Aspe Paris Sakurai University and École Polytechnique, Palaiseau, France John Crowther J.F. Crowther & Associates, Walnut Creek, California, USA Anton Seillinger Austria, University of Vienna They conducted groundbreaking experiments on "quantum entanglement" and their results paved the way from theory to technology. History and background of "quantum entanglement" The inexplicable effects of quantum mechanics are beginning to be applied.…

How to create a "soft sensor" based on an LSTM network You'll need to take the following steps: Collect data and preprocess It collects data from processes and systems that you want to monitor. It is to preprocess it for use in an LSTM network. This includes data cleaning, normalization, and network understanding. Format and more. Define the architecture of the LSTM network This is the number of layers, the number of neurons in each layer and other hyperparameters to…

The Age of Concepts We have already come to a society where eccentricity, novelty, play, and concepts are required rather than basic or complex designs. Even in the IT industry, if you use the shoulders of giants or frameworks, even ordinary people can do anything. That's why I feel that the people who can produce it are more valuable. What direction are we heading? From "function" to "design" From "discussion" to "story" From "individual" to "harmony of the whole" From…

Learn with books 1. Deep Learning (Adaptive Computation and Machine Learning series) This deep learning book is a resource for people involved in machine learning, by people involved in machine learning, to start from scratch for getting involved in machine learning. Provided by Ian Goodfellow, Yoshua Bengio, Aaron Courville What you will learn Configuration Part 1: Fundamentals of Applied Mathematics and Machine Learning Part 2: Modern Practical Deep Networks Part 3: Deep Learning Research *Linear factor model 2. Neural Networks…

State-of-the-art technology to bring the music of the future 1 IoT Technology (Internet of Things) IoT may create new instruments and megatrends. The invention of the piano and violin gave birth to classical music, the electric guitar gave birth to rock, and the sampler gave birth to hip-hop. These innovative instruments have shocked the music industry. IoT is a candidate for that. AI in instrument sensors and AI in the cloud can be connected to realize instruments with a user…

Prepare Technology used PythonQiskit What we did Hometown Tax Ceiling Simulation × Rakuten API Integration × Quantum Computing × Optimization Problems Obtain a list of hometown tax return items from Rakuten API with "Hometown Tax Translation" and solve one of the combinatorial optimization problems Knapsack problem Quantum algorithm (QAOA: quantum approximation optimization algorithm) to find the combination of return goods that will be the heaviest up to the maximum deduction amount generated by simulation. Anyway, I set up a program…

First of all, Suppose you use these ※Precautions CUDA 1. Open the CUDA download screen 2. Download the installer Select the following Windows↓x86_64↓Your WindowsOS version↓exe (local) 3. Install Select the installer downloaded in Explorer and install * You will be asked various questions at the time of installation, but Yes man is fine. cuDNN 1. Open the cuDNN download screen 2. Download the installer Check on Agree Select Local Installer for Windows (Zip) to download the installer with a note…

If you're losing to him in terms of annual income and personality, I want him to at least win rock-paper-scissors. So, this time, we will use TensorFlow to create an AI that makes Hikakin Bun Bun win with an image classifier. What to prepare How to create AI that makes Hikakin Bunbun win Let AI learn rock-paper-scissors First, download the zip file containing the rock-paper-scissors image. `–2022-09-19 05:51:56– https://storage.googleapis.com/laurencemoroney-blog.appspot.com/rps.zip Resolving storage.googleapis.com (storage.googleapis.com)… 172.217.194.128, 142.251.10.128, 142.251.12.128, … Connecting to storage.googleapis.com (storage.googleapis.com)|172.217.194.128|:443……

Reference premise I used the term startup venture based on the events described, but please note that we are a small company. What is Deep Tech? First, let's talk about deep tech. Deep Tech is a new chapter in the story of innovation. It integrates science, engineering, and design thinking. Robotics, synthetic biology, nanomaterials, blockchain, quantum computing, and much more. 1. Problem-oriented, not tech-oriented Next, let's talk about the main subject. "Deep Tech" is about the "4 rules of a…