The document discusses Twitter and GitHub accounts, an IPSJ conference, and hardware including an Intel Core i7, FPGA boards from Digilent and ScalableCore, and code snippets for C programs and hardware designs including for a convolutional neural network layer.
IkaLog: Data Collector for Splatoon and Machine LearningTakeshi HASEGAWA
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The document provides an overview of Ikalog, a tool designed for analyzing gameplay data from the game Splatoon, including various features such as data collection, gameplay review, and weapon classification using machine learning techniques. It highlights the integration with platforms like stat.ink for tracking player statistics, and describes the application's use of deep learning neural networks to improve classification accuracy and processing efficiency. Additionally, it discusses the challenges and advancements in image recognition related to gameplay metrics and user-generated data.
Pythonによるカスタム可能な高位設計技術 (Design Solution Forum 2016@新横浜)Shinya Takamaeda-Y
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Veriloggen is a Python library that allows users to generate Verilog HDL code from Python. It provides objects and methods to define RTL modules in Python, including module inputs/outputs, registers, assignments, always blocks, etc. When the Veriloggen object is passed to the to_verilog() method, it traverses the object and generates equivalent Verilog HDL code. This allows rapid prototyping of RTL designs in Python without having to write low-level Verilog code directly.
6. 2016/12/24 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
ムーアの法則とコンピュータの歴史
DEC VAX(1976)
1MIPS
Cray-1 (1978)
100MIPS
MIPS:Million Instruction Per Second (1秒間に実行できる命令数)
(世界最初のスーパーコンピュータ)
「世界トップの高速化」+「身近なものにも高速化の恩恵」の2つの側面がある
20000MIPS
10MIPS
100MIPS
20MIPS
20000MIPS
109MFLOPS
7. 2016/12/24 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
コンピュータ:「CPU」から「原子」に
Atmel ATtinyシリーズ
(ふりかけマイコン)
出典:ARM
Ubiquitous→IoT /IoE / CPS / M2M
IoT = Internet of Things
IoE = Internet of Everything
CPS = Cyber Physical System
M2M = Machine to Machine
8. 2016/12/24 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
「LED点滅(Lチカ)」のパラダイムシフト
?コスト面:マイコン○(「もったいなくない」)
?機能面:マイコン○(多機能?仕様変更も容易)
?「集積回路の低価格化」が起こした
「コンピュータ=部品」へのパラダイムシフト
マイコン使用
部品点数=1
コスト:100円
発振回路(555)
部品点数=4
コスト:150円
while(1){
a = 1;
sleep(1);
a = 0;
sleep(1);
}
※さすがにPCではちょっと???