理工学研究科Graduate School of Science and Engineering
ELC500X2（電気電子工学 / Electrical and electronic engineering 500）人工知能回路特論Advanced Artificial Intelligence Circuit
鳥飼 弘幸Hiroyuki TORIKAI
授業コードなどClass code etc
| 学部・研究科Faculty/Graduate school | 理工学研究科Graduate School of Science and Engineering |
| 添付ファイル名Attached documents | |
| 年度Year | 2022 |
| 授業コードClass code | YA548 |
| 旧授業コードPrevious Class code | |
| 旧科目名Previous Class title | |
| 開講時期Term | 秋学期授業/Fall |
| 曜日・時限Day/Period | 月2/Mon.2 |
| 科目種別Class Type | |
| キャンパスCampus | 小金井 |
| 教室名称Classroom name | 各学部・研究科等の時間割等で確認 |
| 配当年次Grade | |
| 単位数Credit(s) | 2 |
| 備考（履修条件等）Notes | |
| 実務経験のある教員による授業科目Class taught by instructors with practical experience | |
| カテゴリーCategory | 電気電子工学専攻 |
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Outline (in English)
The aim of this course is to help students acquire an understanding of state-of-the-art of the biomimetic circuit technology.
授業で使用する言語Default language used in class
英語 / English
授業の概要と目的（何を学ぶか）Outline and objectives
This course will introduce design theory of biomimetic electronic circuits such as brain-inspired AI circuit, brain implant circuit, and cochlear implant circuit.
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■ ＩＩＳＴ以外の学生が本講義の受講を希望する場合は， ■
■ 必ず事前に担当教員に相談すること ■
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到達目標Goal
The students will get to understand the key concepts and techniques in design of biomimetic electronic circuits.
この授業を履修することで学部等のディプロマポリシーに示されたどの能力を習得することができるか（該当授業科目と学位授与方針に明示された学習成果との関連）Which item of the diploma policy will be obtained by taking this class?
ディプロマポリシーのうち、「DP1」「DP2」「DP3」に関連
授業で使用する言語Default language used in class
英語 / English
授業の進め方と方法Method(s)（学期の途中で変更になる場合には、別途提示します。 /If the Method(s) is changed, we will announce the details of any changes. ）
The students will be asked to join numerical experiments (C language based simulations) and hardware experiments (Verilog-HDL language based hardware design) on biomimetic electronic circuits.
アクティブラーニング（グループディスカッション、ディベート等）の実施Active learning in class (Group discussion, Debate.etc.)
なし / No
フィールドワーク（学外での実習等）の実施Fieldwork in class
なし / No
授業計画Schedule
授業形態/methods of teaching：対面/face to face
※各回の授業形態は予定です。教員の指示に従ってください。
1[対面/face to face]：Fundamentals of biomimetic electronic circuits 1: Backgrounds
Backgrounds of biomimetic electronic circuits
2[対面/face to face]：Fundamentals of biomimetic electronic circuits 2: Mathematical models
Mathematical models of biomimetic electronic circuits
3[対面/face to face]：Fundamentals of biomimetic electronic circuits 3: Dynamics
Dynamics models of biomimetic electronic circuits
4[対面/face to face]：Fundamentals of biomimetic electronic circuits 4: Equilibria
Equilibria of biomimetic electronic circuits
5[対面/face to face]：Fundamentals of biomimetic electronic circuits 5: Oscillations
Oscillations of biomimetic electronic circuits
6[対面/face to face]：Fundamentals of biomimetic electronic circuits 6: Bifurcations
Bifurcations of biomimetic electronic circuits
7[対面/face to face]：Fundamentals of biomimetic electronic circuits 7: Learning
Learning of biomimetic electronic circuits
8[対面/face to face]：Applications of biomimetic electronic circuits 1: Design of dynamics
Design of dynamics of biomimetic electronic circuits
9[対面/face to face]：Applications of biomimetic electronic circuits 2: Analysis of dynamics
Analysis of dynamics of biomimetic electronic circuits
10[対面/face to face]：Applications of biomimetic electronic circuits 3: Design of learning
Design of learning of biomimetic electronic circuits
11[対面/face to face]：Applications of biomimetic electronic circuits 4: Hardware implementation of dynamics
Hardware implementation of dynamics of biomimetic electronic circuits
12[対面/face to face]：Applications of biomimetic electronic circuits 5: Hardware implementation of bifurcations
Hardware implementation of bifurcations biomimetic electronic circuits
13[対面/face to face]：Applications of biomimetic electronic circuits 6: Hardware implementation of plasticity
Hardware implementation of plasticity of biomimetic electronic circuits
14[対面/face to face]：Applications of biomimetic electronic circuits 7: Hardware implementation of learning
Hardware implementation of learning of biomimetic electronic circuits
授業時間外の学習（準備学習・復習・宿題等）Work to be done outside of class (preparation, etc.)
【本授業の準備・復習時間は、各４時間を標準とします。】Preparatory study and review time for this class are 4 hours each.
テキスト（教科書）Textbooks
Handouts and prints will be distributed.
参考書References
Handouts and prints will be distributed.
成績評価の方法と基準Grading criteria
Reports 100%
学生の意見等からの気づきChanges following student comments
None