Mark - Research schedule
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開始行:
[[Mark Ogbodo]]
**Step 1: SNN LEARING ALGORITHMS AND IMPLEMENTATION SURVEY [#dc465a55]
***April 25, 2019, 17:00 [#f3d7b222]
-''Reading 1'': [[Analytic Performance Assessment and High-throughput Low-latency Spike Routing Algorithm and Architecture for Spiking Neural Network Systems>https://link.springer.com/article/10.1007%2Fs11227-019-02792-y]], Jnl Supercomputing, 2019.
-- Summarize the paper and make a presentation
--- Paper Summary COLOR(blue){(5/6/2019, Time:7:10 PM)} [[562019_Reading1_Slides.pptx>https://drive.google.com/file/d/1UUUrgtaTlRD2HD-CfmbZCRSDx36zawc1/view?usp=sharing]]
// (&ref(Reading1_Summary_Slides.pptx,,pptx);)
***May 13, 2019, 17:00 [#lb8104d7]
-''Reading 2'': [[Simplified spiking neural network architecture and STDP learning algorithm applied to image classification>https://jivp-eurasipjournals.springeropen.com/articles/10.1186/s13640-015-0059-4]], EURASIP Journal on Image and Video Processing, 2015
-- Summarize the paper and make a presentation
---Paper Summary COLOR(blue){(5/17/2019, Time:11:47 AM)}
[[5141_Reading2_Slides.pptx>https://drive.google.com/file/d/15ve6q06HXmsexXXubNZ741gYmT0uUUnR/view?usp=sharing]];
-''Conclude Reading 2, SNN Learnign Algorithms and Hardware Implementation Survey''
--Finalyse the Readig 2, Report about NN Learning Survey (COLOR(red){May 29, 2019, 11:00 AM)}
--
---Reading 2 Conclusion COLOR(blue){(5/29/2019, Time:01:25 PM)}
[[Reading_2_Slides.pptx>https://drive.google.com/file/d/1QuQuEAd0VCXTKqsIHJFuEu5r-gxiR2BF/view?usp=sharing]];
--
---Report on SNN Learning Survey COLOR(blue){(5/29/2019, Time:01:25 PM)}
[[SNN_Learning_Algorithm_Survey_Draft.pdf>https://drive.google.com/file/d/1rAeDnuhMRzX5RpDeskwNn2oS2PiWQ41O/view?usp=sharing]];
***June 10, 2019) [#p58e51dd]
-Continue your survey.
---Report on SNN Learning Survey COLOR(blue){(6/10/2019, Time:02:50 PM)} [[SNN_Learning_Algorithm_Survey_Draft2.pdf>https://drive.google.com/file/d/1ojRIoPei05pjRGbGFVB-GSmITCYdGXhM/view?usp=sharing]];
-''Run the following SNN Simulator'' and investigate its performance and the STDP leanring mechanism
--Python source code: https://github.com/Shikhargupta/Spiking-Neural-Network
---[[SNN Simulator Code.zip]]
---[[Python_Hardware_SNN_Simulation_Report.docx>https://drive.google.com/file/d/16lkFJ-ATVc5WKDzdOVVw3MXBLR11qELV/view?usp=sharing]]
***June 17, 2019. Time: 10:00 AM [#r1342c6c]
-Continue your survey. [[SNN_Learning_Algorithm_Survey_Draft2.pdf>https://drive.google.com/file/d/1Xz-pWugfGj6bR_Q50Np4rlf1t5cA-zsv/view?usp=sharing]];
***June 28 (Fri), 2019. Time: 16:00 [#r1342c6c]
-Finalyze your survey.
[[SNN learning rule.pptx>https://drive.google.com/file/d/11YNJRxCZT4xt6UlqrB4RKOZPl5SZpMaf/view?usp=sharing]];
***July 16 (Tue), 2019. Time: ~12:00 AM [#gb634cb1]
-Survey Progress Report
-Survey on SNN Learning Algorithms and Hardware Implementation v3.0 COLOR(blue){(07/16/2019, Time:01:17 PM)} ([[latex>https://drive.google.com/file/d/1914N-ySwj3JbMbINF6EALS99bzE0XH_S/view?usp=sharing]],[[pdf>https://drive.google.com/file/d/1go9JFAeZYreRLPE3EPpIh5xYBA5rzuZa/view?usp=sharing]]);
***July 19 (Fri), 2019. [#cb633c7e]
-''Run the following Tutorial'' generate waveform and submit to Mr. Vu.
--Tutorial Slides: http://webfs-int.u-aizu.ac.jp/~benab/classes/ca/2008/doc/verilog_tutorial_v2.pdf
-Tutorial report COLOR(blue){(07/18/2019, Time:05:00 PM)} ([[pdf>https://drive.google.com/file/d/12nFK6XL1hHmy4g6A6TpinVmZxPfdHzdY/view?usp=sharing]])
***August 9 (Fri), 2019. Time: 4:00 PM [#l828e65d]
''Reading 3'': [[Spiking Neural Networks Hardware Implementations and Challenges: A Survey>http://delivery.acm.org/10.1145/3310000/3304103/a22-bouvier.pdf?ip=163.143.94.149&id=3304103&acc=ACTIVE%20SERVICE&key=D2341B890AD12BFE%2E563002C398D1BC77%2EFA1C5EDFBC3A4F8A%2E4D4702B0C3E38B35&__acm__=1563255094_127ea9d0b3817372737ba9a62ea16c41]], ACM Journal on Emerging Technologies in Computing Systems (JETC), 2019
-- Summary COLOR(blue){(08/21/2019, Time:02:56 PM)}
([[pdf>https://drive.google.com/file/d/1iZDaD-EFEUmGsvu6_QnRLnTuzyqvvfWd/view?usp=sharing]], [[pptx>https://drive.google.com/file/d/1xXSpOcMkkDqGRvWA2LAGb4AtdqpAlUyB/view?usp=sharing]].)
***%%July 31 (Wed)%% August 26, 2019. [#s53bb87c]
-Design and Evaluation of SNPC for ([[IEEE_BigCom2020>http://www.bigcomputing.org/]]) conference
*Special Readings [#a0afcf66]
***Nov %%1%% -->8, 2019, 6 PM [#db779333]
--Read [[this reference>https://drive.google.com/open?id=1Dwto9wUU2iqHBviGullnNgW_CJsxGX5M]] ''AND/OR'' this [[reference>https://drive.google.com/file/d/1XS-yUr_HIcarHSpgEY4rLYDa77LSnG7s/view?usp=sharing]]
---Neurocube Summary COLOR(blue){(11/28/2019, Time:7:52 PM)}
[[Slides.pptx>https://drive.google.com/file/d/1ELsazVGFa1o-xtrdK0KXGpEF-hXKft6w/view?usp=sharing]];
***%%Nov. 29 (Fri)%% %%Dec6%% Dec. 28, 2019. [#h7aa100c]
--[[Read this reference>https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8867974]], A 65-nm Neuromorphic Image Classification
Processor With Energy-Efficient Training Through Direct Spike-Only Feedback, 2019.
--- COLOR(blue){(12/28/2019, Time:5:30 PM)}
[[Slides.pptx>https://drive.google.com/file/d/1FDE3GF6ONrvqvVOueHwXbUl4R39a6Mpa/view?usp=sharing]];
***Jan. 23, 2020 [#l4b3ecce]
--Read this arcticle [[An FPGA-based Hardware Emulator for Neuromorphic Chip with RRAM>https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8588383]], T. Luo and X. Wang and C. Qu and M. K. F. Lee and W. T. Tang and W. Wong and R. S. M. Goh, IEEE Access
---Paper Summary COLOR(blue){(01/23/2019, Time:6:16 PM)}
([[Slides.pptx>https://drive.google.com/file/d/1G78fLA6o5zUv_sOCjaDa8YOeUtfe-TVv/view?usp=sharing]], [[pdf>https://drive.google.com/file/d/14UZYoTYDHUuhkQf6OJRLsdn8caD7I90E/view?usp=sharing]]);.
***Feb. 5, 2020 [#l4b3ecce]
--Read this arcticle [[A Review of Spiking Neuromorphic Hardware Communication Systems>https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8843969&isnumber=8600701]], Aaron R. Young, Mark E. Dean, James S. Plank //and Garrett S. Rose, September, 2019, IEEE Access
---uplaod slides here.
***TBC [#d989525b]
--[[Cascaded Architecture for Memristor Crossbar Array Based Larger-Scale Neuromorphic Computing>https://ieeexplore.ieee.org/document/8710269]], Published in: IEEE Access , 2019.
***TBC [#p385133d]
--[[Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons>https://ieeexplore.ieee.org/document/8668700]], 2019.
---uplaod slides here.
終了行:
[[Mark Ogbodo]]
**Step 1: SNN LEARING ALGORITHMS AND IMPLEMENTATION SURVEY [#dc465a55]
***April 25, 2019, 17:00 [#f3d7b222]
-''Reading 1'': [[Analytic Performance Assessment and High-throughput Low-latency Spike Routing Algorithm and Architecture for Spiking Neural Network Systems>https://link.springer.com/article/10.1007%2Fs11227-019-02792-y]], Jnl Supercomputing, 2019.
-- Summarize the paper and make a presentation
--- Paper Summary COLOR(blue){(5/6/2019, Time:7:10 PM)} [[562019_Reading1_Slides.pptx>https://drive.google.com/file/d/1UUUrgtaTlRD2HD-CfmbZCRSDx36zawc1/view?usp=sharing]]
// (&ref(Reading1_Summary_Slides.pptx,,pptx);)
***May 13, 2019, 17:00 [#lb8104d7]
-''Reading 2'': [[Simplified spiking neural network architecture and STDP learning algorithm applied to image classification>https://jivp-eurasipjournals.springeropen.com/articles/10.1186/s13640-015-0059-4]], EURASIP Journal on Image and Video Processing, 2015
-- Summarize the paper and make a presentation
---Paper Summary COLOR(blue){(5/17/2019, Time:11:47 AM)}
[[5141_Reading2_Slides.pptx>https://drive.google.com/file/d/15ve6q06HXmsexXXubNZ741gYmT0uUUnR/view?usp=sharing]];
-''Conclude Reading 2, SNN Learnign Algorithms and Hardware Implementation Survey''
--Finalyse the Readig 2, Report about NN Learning Survey (COLOR(red){May 29, 2019, 11:00 AM)}
--
---Reading 2 Conclusion COLOR(blue){(5/29/2019, Time:01:25 PM)}
[[Reading_2_Slides.pptx>https://drive.google.com/file/d/1QuQuEAd0VCXTKqsIHJFuEu5r-gxiR2BF/view?usp=sharing]];
--
---Report on SNN Learning Survey COLOR(blue){(5/29/2019, Time:01:25 PM)}
[[SNN_Learning_Algorithm_Survey_Draft.pdf>https://drive.google.com/file/d/1rAeDnuhMRzX5RpDeskwNn2oS2PiWQ41O/view?usp=sharing]];
***June 10, 2019) [#p58e51dd]
-Continue your survey.
---Report on SNN Learning Survey COLOR(blue){(6/10/2019, Time:02:50 PM)} [[SNN_Learning_Algorithm_Survey_Draft2.pdf>https://drive.google.com/file/d/1ojRIoPei05pjRGbGFVB-GSmITCYdGXhM/view?usp=sharing]];
-''Run the following SNN Simulator'' and investigate its performance and the STDP leanring mechanism
--Python source code: https://github.com/Shikhargupta/Spiking-Neural-Network
---[[SNN Simulator Code.zip]]
---[[Python_Hardware_SNN_Simulation_Report.docx>https://drive.google.com/file/d/16lkFJ-ATVc5WKDzdOVVw3MXBLR11qELV/view?usp=sharing]]
***June 17, 2019. Time: 10:00 AM [#r1342c6c]
-Continue your survey. [[SNN_Learning_Algorithm_Survey_Draft2.pdf>https://drive.google.com/file/d/1Xz-pWugfGj6bR_Q50Np4rlf1t5cA-zsv/view?usp=sharing]];
***June 28 (Fri), 2019. Time: 16:00 [#r1342c6c]
-Finalyze your survey.
[[SNN learning rule.pptx>https://drive.google.com/file/d/11YNJRxCZT4xt6UlqrB4RKOZPl5SZpMaf/view?usp=sharing]];
***July 16 (Tue), 2019. Time: ~12:00 AM [#gb634cb1]
-Survey Progress Report
-Survey on SNN Learning Algorithms and Hardware Implementation v3.0 COLOR(blue){(07/16/2019, Time:01:17 PM)} ([[latex>https://drive.google.com/file/d/1914N-ySwj3JbMbINF6EALS99bzE0XH_S/view?usp=sharing]],[[pdf>https://drive.google.com/file/d/1go9JFAeZYreRLPE3EPpIh5xYBA5rzuZa/view?usp=sharing]]);
***July 19 (Fri), 2019. [#cb633c7e]
-''Run the following Tutorial'' generate waveform and submit to Mr. Vu.
--Tutorial Slides: http://webfs-int.u-aizu.ac.jp/~benab/classes/ca/2008/doc/verilog_tutorial_v2.pdf
-Tutorial report COLOR(blue){(07/18/2019, Time:05:00 PM)} ([[pdf>https://drive.google.com/file/d/12nFK6XL1hHmy4g6A6TpinVmZxPfdHzdY/view?usp=sharing]])
***August 9 (Fri), 2019. Time: 4:00 PM [#l828e65d]
''Reading 3'': [[Spiking Neural Networks Hardware Implementations and Challenges: A Survey>http://delivery.acm.org/10.1145/3310000/3304103/a22-bouvier.pdf?ip=163.143.94.149&id=3304103&acc=ACTIVE%20SERVICE&key=D2341B890AD12BFE%2E563002C398D1BC77%2EFA1C5EDFBC3A4F8A%2E4D4702B0C3E38B35&__acm__=1563255094_127ea9d0b3817372737ba9a62ea16c41]], ACM Journal on Emerging Technologies in Computing Systems (JETC), 2019
-- Summary COLOR(blue){(08/21/2019, Time:02:56 PM)}
([[pdf>https://drive.google.com/file/d/1iZDaD-EFEUmGsvu6_QnRLnTuzyqvvfWd/view?usp=sharing]], [[pptx>https://drive.google.com/file/d/1xXSpOcMkkDqGRvWA2LAGb4AtdqpAlUyB/view?usp=sharing]].)
***%%July 31 (Wed)%% August 26, 2019. [#s53bb87c]
-Design and Evaluation of SNPC for ([[IEEE_BigCom2020>http://www.bigcomputing.org/]]) conference
*Special Readings [#a0afcf66]
***Nov %%1%% -->8, 2019, 6 PM [#db779333]
--Read [[this reference>https://drive.google.com/open?id=1Dwto9wUU2iqHBviGullnNgW_CJsxGX5M]] ''AND/OR'' this [[reference>https://drive.google.com/file/d/1XS-yUr_HIcarHSpgEY4rLYDa77LSnG7s/view?usp=sharing]]
---Neurocube Summary COLOR(blue){(11/28/2019, Time:7:52 PM)}
[[Slides.pptx>https://drive.google.com/file/d/1ELsazVGFa1o-xtrdK0KXGpEF-hXKft6w/view?usp=sharing]];
***%%Nov. 29 (Fri)%% %%Dec6%% Dec. 28, 2019. [#h7aa100c]
--[[Read this reference>https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8867974]], A 65-nm Neuromorphic Image Classification
Processor With Energy-Efficient Training Through Direct Spike-Only Feedback, 2019.
--- COLOR(blue){(12/28/2019, Time:5:30 PM)}
[[Slides.pptx>https://drive.google.com/file/d/1FDE3GF6ONrvqvVOueHwXbUl4R39a6Mpa/view?usp=sharing]];
***Jan. 23, 2020 [#l4b3ecce]
--Read this arcticle [[An FPGA-based Hardware Emulator for Neuromorphic Chip with RRAM>https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8588383]], T. Luo and X. Wang and C. Qu and M. K. F. Lee and W. T. Tang and W. Wong and R. S. M. Goh, IEEE Access
---Paper Summary COLOR(blue){(01/23/2019, Time:6:16 PM)}
([[Slides.pptx>https://drive.google.com/file/d/1G78fLA6o5zUv_sOCjaDa8YOeUtfe-TVv/view?usp=sharing]], [[pdf>https://drive.google.com/file/d/14UZYoTYDHUuhkQf6OJRLsdn8caD7I90E/view?usp=sharing]]);.
***Feb. 5, 2020 [#l4b3ecce]
--Read this arcticle [[A Review of Spiking Neuromorphic Hardware Communication Systems>https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8843969&isnumber=8600701]], Aaron R. Young, Mark E. Dean, James S. Plank //and Garrett S. Rose, September, 2019, IEEE Access
---uplaod slides here.
***TBC [#d989525b]
--[[Cascaded Architecture for Memristor Crossbar Array Based Larger-Scale Neuromorphic Computing>https://ieeexplore.ieee.org/document/8710269]], Published in: IEEE Access , 2019.
***TBC [#p385133d]
--[[Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons>https://ieeexplore.ieee.org/document/8668700]], 2019.
---uplaod slides here.
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