Mark - Research schedule
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ScheduleTable_Template
[[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.
タイムスタンプを変更しない
[[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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