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 | 2023 |
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.
Therefore, students are required to have AT LEAST THREE of the following experiences.
(a) FPGA design and implementation based on HDL.
(b) Design of op-amp circuit (e.g., filter) based on theory.
(c) Design of op-amp circuit based on SPICE.
(d) Bread-board experiment of op-amp circuit.
(e) Analysis of ordinary differential equation based on theory.
(f) Analysis of ordinary differential equation based on simulation.
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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