AY 2017 GT Topic Assignments
をテンプレートにして作成
[
トップ
] [
新規
|
一覧
|
検索
|
最終更新
|
ヘルプ
]
開始行:
CENTER:SIZE(60){COLOR(gold){AY 2017 GT Topics }}
CENTER:COLOR(green){''Kick-off seminar on Wednesday, June...
*COLOR(yellow){NASH Project} - http://adaptive.u-aizu.ac....
----
*** COLOR(blue){GT1-S1: FPGA Acceleration and Performance...
-[[''s1220042 Masaki Yamada GT1-S1''>http://adaptive.u...
''Motivation'': Feed Forward Neural Networks (FFNN) when ...
and sums. For each neuron of FFNN within the hidden layer...
of the neuron. Without efficient, dedicated FP hardware, ...
''Goal:''The goal of this research is to implement a Feed...
----
***COLOR(blue){GT1-S2: Study of Character Recognition wit...
-[[''s1210201 Toyama GT1-S2''>http://adaptive.u-aizu.ac.j...
''Motivation'': Feed Forward Neural Networks (FFNN) when ...
and sums. For each neuron of FFNN within the hidden layer...
of the neuron. Without efficient, dedicated FP hardware, ...
''Goal:''The goal of this research is to implement a Feed...
----
***COLOR(blue){GT2: Design of a Leaky, Integrate and Fire...
-[[B4 Kanta Suzuki>Kanta Suzuki]](s1220215)
''Motivation:'' Spiking neural networks (SNN) are a set o...
The Hodgkin-Huxley model is one of the most detailed and ...
It describes the subcellular level behaviors, the membran...
And because of these high level of details, the Hodgkin-H...
For large scale hardware implementations, simplified mode...
This is due to limited hardware resources for any design ...
Such simpler models can emulate the spiking nature of neu...
''Goal:'' In this thesis, the neuron model used is the le...
//-[[2011.Neuromorphic Silicon Neuron Circuits>https://dr...
//-[[2009.CMOS Integrate and Fire Neuron for Temporal Log...
----
***COLOR(blue){GT3-S1: Performance Study of %%SNN%%/ANN i...
-[[''s1220236 Takakuwa GT3-S1''>http://adaptive.u-aizu.a...
''Motivation'': Neural networks are used in many applicat...
''Goal'': The goal of this GT is to use a software simula...
References:
-[[SpikeNET>https://sccn.ucsd.edu/~arno/spikenet/]]
-[[GENESIS>https://en.wikipedia.org/wiki/GENESIS_(softwar...
-[[NEURON>https://en.wikipedia.org/wiki/Neuron_(software)]]
-[[NEST>https://en.wikipedia.org/wiki/NEST_(software)]]
-[[Nengo>https://en.wikipedia.org/wiki/Neural_Engineering...
----
***COLOR(blue){GT3-S2: Performance Study of SNN/%%ANN%% i...
-[[''s1210087 Inoue GT3-S2''>http://adaptive.u-aizu.ac.jp...
''Motivation'': Neural networks are used in many applicat...
''Goal'': The goal of this GT is to use a software simula...
References:
-[[SpikeNET>https://sccn.ucsd.edu/~arno/spikenet/]]
-[[GENESIS>https://en.wikipedia.org/wiki/GENESIS_(softwar...
-[[NEURON>https://en.wikipedia.org/wiki/Neuron_(software)]]
-[[NEST>https://en.wikipedia.org/wiki/NEST_(software)]]
-[[Nengo>https://en.wikipedia.org/wiki/Neural_Engineering...
*COLOR(yellow){Smart Drone Project} [#pe85bb10]
** Algorithm development [#l01a38b3]
***COLOR(blue){GT4: Vision-based attitude estimation algo...
''Motivation'': Typical Unmanned aerial vehicle estimates...
''Goal'': Prototyping of Vision based attitude estimation...
''Resources'':
- https://www.youtube.com/watch?v=pO5EfMkZWng
***COLOR(blue){ GT5: Development of video classification ...
''Motivation'': Recognizing video scene is important task...
''Goal'': Improvement of recognition accuracy with TSCDP ...
''Resources'':
- http://www.u-aizu.ac.jp/research/faculty/detail?cd=1
***COLOR(blue){ GT6: Performance evaluation of deep reinf...
''Motivation'': To establish learning algorithms control...
''Goal'': Performance evaluation of reinforcement learnin...
''Resources'':
- https://arxiv.org/abs/1701.07274
- https://www.slideshare.net/takahirokubo7792/python-open...
** Practical Implementation [#ge270bf0]
***COLOR(blue){ GT7: Implementation of SLAM system for em...
-
''Motivation'': SLAM is a framework to do mapping and cu...
''Goals'':
GT7-1: Implementation and evaluation of SLAM algorithm on...
GT7-2: Implementation and evaluation of SLAM algorithm on...
''Resources'':
- https://www.youtube.com/watch?v=IMSozUpFFkU
- http://myenigma.hatenablog.com/entry/20150207/1423298357
***COLOR(blue){ GT8: Hardware implementation of sensor da...
''Motivation'': Current autonomous vehicles obtain much ...
''Goal'': Implementation of motor control, sensor data ac...
''Resources'':
- https://www.youtube.com/watch?v=DTOK6CgXRXg
- https://www.youtube.com/watch?v=X-1YMl6aO1g
//***GT: Performance evaluation of Python-based neural ne...
//''Motivation'': In recent research, biologically plaus...
//''Goal'': Implementation and evaluation of neural netwo...
//''Resources'':
//- https://www.youtube.com/watch?v=bXCmD1xL_zg
///- https://www.youtube.com/watch?v=2FmcHiLCwTU
//- http://www.4gamer.net/games/049/G004964/20170307048/
*[[Other GT Topics>http://adaptive.u-aizu.ac.jp/aslint/in...
----
-s1220042 Yamada GT1
-s1210201 Toyama GT1
-s1220215 Suzuki GT2
-s1220236 Takakuwa GT3
-s1210087 Inoue GT3
-s1220044 Arakawa GT4
-s1220205 Yamaguchi GT5
-s1220017 Fukuchi GT6
-s1220167 Igarashi GT7
-s1230053 Shimmyo GT7
-s1190197 Tanaka GT8
終了行:
CENTER:SIZE(60){COLOR(gold){AY 2017 GT Topics }}
CENTER:COLOR(green){''Kick-off seminar on Wednesday, June...
*COLOR(yellow){NASH Project} - http://adaptive.u-aizu.ac....
----
*** COLOR(blue){GT1-S1: FPGA Acceleration and Performance...
-[[''s1220042 Masaki Yamada GT1-S1''>http://adaptive.u...
''Motivation'': Feed Forward Neural Networks (FFNN) when ...
and sums. For each neuron of FFNN within the hidden layer...
of the neuron. Without efficient, dedicated FP hardware, ...
''Goal:''The goal of this research is to implement a Feed...
----
***COLOR(blue){GT1-S2: Study of Character Recognition wit...
-[[''s1210201 Toyama GT1-S2''>http://adaptive.u-aizu.ac.j...
''Motivation'': Feed Forward Neural Networks (FFNN) when ...
and sums. For each neuron of FFNN within the hidden layer...
of the neuron. Without efficient, dedicated FP hardware, ...
''Goal:''The goal of this research is to implement a Feed...
----
***COLOR(blue){GT2: Design of a Leaky, Integrate and Fire...
-[[B4 Kanta Suzuki>Kanta Suzuki]](s1220215)
''Motivation:'' Spiking neural networks (SNN) are a set o...
The Hodgkin-Huxley model is one of the most detailed and ...
It describes the subcellular level behaviors, the membran...
And because of these high level of details, the Hodgkin-H...
For large scale hardware implementations, simplified mode...
This is due to limited hardware resources for any design ...
Such simpler models can emulate the spiking nature of neu...
''Goal:'' In this thesis, the neuron model used is the le...
//-[[2011.Neuromorphic Silicon Neuron Circuits>https://dr...
//-[[2009.CMOS Integrate and Fire Neuron for Temporal Log...
----
***COLOR(blue){GT3-S1: Performance Study of %%SNN%%/ANN i...
-[[''s1220236 Takakuwa GT3-S1''>http://adaptive.u-aizu.a...
''Motivation'': Neural networks are used in many applicat...
''Goal'': The goal of this GT is to use a software simula...
References:
-[[SpikeNET>https://sccn.ucsd.edu/~arno/spikenet/]]
-[[GENESIS>https://en.wikipedia.org/wiki/GENESIS_(softwar...
-[[NEURON>https://en.wikipedia.org/wiki/Neuron_(software)]]
-[[NEST>https://en.wikipedia.org/wiki/NEST_(software)]]
-[[Nengo>https://en.wikipedia.org/wiki/Neural_Engineering...
----
***COLOR(blue){GT3-S2: Performance Study of SNN/%%ANN%% i...
-[[''s1210087 Inoue GT3-S2''>http://adaptive.u-aizu.ac.jp...
''Motivation'': Neural networks are used in many applicat...
''Goal'': The goal of this GT is to use a software simula...
References:
-[[SpikeNET>https://sccn.ucsd.edu/~arno/spikenet/]]
-[[GENESIS>https://en.wikipedia.org/wiki/GENESIS_(softwar...
-[[NEURON>https://en.wikipedia.org/wiki/Neuron_(software)]]
-[[NEST>https://en.wikipedia.org/wiki/NEST_(software)]]
-[[Nengo>https://en.wikipedia.org/wiki/Neural_Engineering...
*COLOR(yellow){Smart Drone Project} [#pe85bb10]
** Algorithm development [#l01a38b3]
***COLOR(blue){GT4: Vision-based attitude estimation algo...
''Motivation'': Typical Unmanned aerial vehicle estimates...
''Goal'': Prototyping of Vision based attitude estimation...
''Resources'':
- https://www.youtube.com/watch?v=pO5EfMkZWng
***COLOR(blue){ GT5: Development of video classification ...
''Motivation'': Recognizing video scene is important task...
''Goal'': Improvement of recognition accuracy with TSCDP ...
''Resources'':
- http://www.u-aizu.ac.jp/research/faculty/detail?cd=1
***COLOR(blue){ GT6: Performance evaluation of deep reinf...
''Motivation'': To establish learning algorithms control...
''Goal'': Performance evaluation of reinforcement learnin...
''Resources'':
- https://arxiv.org/abs/1701.07274
- https://www.slideshare.net/takahirokubo7792/python-open...
** Practical Implementation [#ge270bf0]
***COLOR(blue){ GT7: Implementation of SLAM system for em...
-
''Motivation'': SLAM is a framework to do mapping and cu...
''Goals'':
GT7-1: Implementation and evaluation of SLAM algorithm on...
GT7-2: Implementation and evaluation of SLAM algorithm on...
''Resources'':
- https://www.youtube.com/watch?v=IMSozUpFFkU
- http://myenigma.hatenablog.com/entry/20150207/1423298357
***COLOR(blue){ GT8: Hardware implementation of sensor da...
''Motivation'': Current autonomous vehicles obtain much ...
''Goal'': Implementation of motor control, sensor data ac...
''Resources'':
- https://www.youtube.com/watch?v=DTOK6CgXRXg
- https://www.youtube.com/watch?v=X-1YMl6aO1g
//***GT: Performance evaluation of Python-based neural ne...
//''Motivation'': In recent research, biologically plaus...
//''Goal'': Implementation and evaluation of neural netwo...
//''Resources'':
//- https://www.youtube.com/watch?v=bXCmD1xL_zg
///- https://www.youtube.com/watch?v=2FmcHiLCwTU
//- http://www.4gamer.net/games/049/G004964/20170307048/
*[[Other GT Topics>http://adaptive.u-aizu.ac.jp/aslint/in...
----
-s1220042 Yamada GT1
-s1210201 Toyama GT1
-s1220215 Suzuki GT2
-s1220236 Takakuwa GT3
-s1210087 Inoue GT3
-s1220044 Arakawa GT4
-s1220205 Yamaguchi GT5
-s1220017 Fukuchi GT6
-s1220167 Igarashi GT7
-s1230053 Shimmyo GT7
-s1190197 Tanaka GT8
ページ名:
![[PukiWiki]](image/pukiwiki.png "[PukiWiki]")
