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開始行:
CENTER:COLOR(green){SIZE(20){[[NASH1: Neuro-inspired ArchitectureS in Hardware Project>http://adaptive.u-aizu.ac.jp/aslint/index.php?NASH]]}}
----
CENTER:COLOR(green){SIZE(40){Algorithms and Architectures for Spiking Neuromorphic Systems}}
----
-DT Titles
--O1: ''Algorithms and Architectures for Spiking Neuromorphic Systems''
--%%O2: ''Algorithms and Architectures for 3D Neuromorphic Computing Systems''%%
--%%03 ''3D Neuromorphic (Computing) System Design and Applications''%%
----
*Background [#w98293af]
-[[Background, Research Goal, Achievement, etc.>http://adaptive.u-aizu.ac.jp/aslint/index.php?cmd=read&page=Vu%20Huy%20The%20-%20Background&refer=Vu%20Huy%20The]]
*Research schedule [#w884b784]
***[[October 1st 2016 to current date>http://adaptive.u-aizu.ac.jp/aslint/index.php?Vu%20Huy%20The%20-%20Oct.%20-%20Feb.%202017]] [#nfc4709b]
***Step 11: (COLOR(red){due date by April 31, 2019)} [#le2c584c]
-Hardware Implementation and Evaluation of a 16x16 (XB-based) LIF Neurocore for NASH System (COLOR(red){due date by %%January 31%% %%March %%10%% April 10, 2019)}
-Draft of a new Jnl (IEEE access) containing: ''NASH with Xb Neurocore (with STDP learning) + FT-KMCR'' (COLOR(blue){due date by April 31, 2019)}
***Step 12: (COLOR(red){due date by TBD)} [#rd62200d]
- Real brain model: 3DNoC-SNN for a real application, such as robot control, [[Basal Ganglia>https://en.wikipedia.org/wiki/Basal_ganglia]], etc.
-- Comparison with the work that simulated the [[Ganglia Emulation on six Altera Stratix III FPGA>https://ieeexplore.ieee.org/document/8341965/]]
-- Completion due date: TBD
//|&ref(neuron-type.jpg,,90%);|&ref(pasal_Ganglia_connections.jpg,,50%);|[[&ref(basal-ganglia-pathways.gif,,80%);>>http://epomedicine.com/medical-students/basal-ganglia-pathways-simplified/]]|
//***Step 12 [#c166dd1f]
//- Learning algorithm
//-- Survey NoC-based STDP (COLOR(red){due date TBD).
//-- Evaluation STDP (COLOR(red)
//-- Submission of learning and FT multicast to Jnl Nov 15, 2018
*Achievement [#d1905b56]
***On-going Conference and Jnl papers [#k51ad403]
**Conferences [#jf725cf0]
//-Paper of NASH-CNN_v1 COLOR(blue){(5/22/2017, Time:7:25 PM)} (&ref(20170522-NASH-CNN_Latex.zip,,latex);&ref(20170529_NASH_CNN_draftPaper.pdf,,pdf);)
//-Paper of NASH-CNN_v2 COLOR(blue){(6/7/2017, Time:3:22 PM)} (&ref(20170607-NASH-CNN(latex).zip,,latex);&ref(20170607-NASH-CNN draftpaper.pdf,,pdf);)
//-Paper of NASH-CNN_v3 COLOR(blue){(7/18/2017, Time:12:05 PM)} (&ref(ICAST2017.zip,,latex);)
//-Paper of NASH-CNN_v4 COLOR(blue){(7/24/2017, Time:3:05 PM)} (&ref(NASH_CNN_July242017.zip,,latex);)
//-Paper of NASH-CNN_vSubmitted COLOR(blue){(7/29/2017, Time:9:35 AM)} (&ref(NASH_CNN_July282017.zip,,latex);&ref(NASH_CNN_July282017.pdf,,pdf);)
//-Article tentative title: ''Light-weight Fault-tolerant Multicast Routing Algorithm and Architecture for Manycore Neuro-inpisred System''
//-- Target completion deadline of the 1st draft: November 24, 2017.
//---COLOR(red){Pelase present your complete algorithm proposal by October 6, 2017}
//-- Multicast Routing Algorithm paper: 1st draft version COLOR(blue){(3/19/2018, Time: 1:50 PM)} (&ref(MCN_paper_verMarch192018.zip,,latex);&ref(NASH_Multicast_verMarch19.pdf,,pdf);)
//-- Multicast Routing Algorithm paper: 2nd draft version COLOR(blue){(3/23/2018, Time: 6:20 PM)} (&ref(MCN_paper_verMarch232018.zip,,latex);&ref(MCN_paper_verMarch232018.pdf,,pdf);)
//-Journal article tentative title: ''Low-latency 3D-NoC Design and High Throughput Multicast Routing Algorithm for Scalable Neuro-inspired Architectures in Hardware''
//-- Multicast Routing Algorithm paper: 1st draft version COLOR(blue){(4/11/2018, Time: 12:20 PM)} (&ref(Jnl_manuscript_draft_April10.2018.zip,,latex);&ref(Manuscript_04102018.pdf,,pdf);)
//---COLOR(gold){(1) Evaluate your system with large NN sizes (real or random). Add the HW design results (layout, etc.) of a Tile (1N/NPU and 4N/NPU + R)}
//---COLOR(gold){(2) Upload your updated draft on 5/14. Meeting on 5/14, 17:00.}
//-Conference article title:''A K-mean Based Partitioning Method for Multicast Traffic in Spiking Neural Network Systems''
//-- 1st draft version COLOR(blue){(7/18/2018, Time: 15:15 PM)} (&ref(20180718_Conf2.zip,,latex);&ref(Conf_Summision_July18.pdf,,pdf);)
//-Conference article title:''An Efficient K-mean based Partitioning Algorithm for Multicast Spike Routing in Spiking Neural Network Systems (SNNs)''
//-- Submited to [[ICPADS2018>http://icpads.sg/]] COLOR(blue){(7/20/2018, Time: 15:50 PM)} (&ref(20180720_Conf2_submited.zip,,latex);&ref(Conf_Summision_July20-FINAL.pdf,,pdf);)
//-Conference article title:''An Efficient K-means based Multicast Routing Algorithm and Architecture for Spiking Neural Network Systems''
//--1st draft version COLOR(blue){(9/14/2018, Time: 12:20 PM)} (&ref(C2_submission_Sept14.zip,,latex);&ref(C2_submission_Sept14.pdf,,pdf);)
//-- Submited to [[BigComp2019>http://www.bigcomputing.org/]] COLOR(blue){(9/17/2018, Time: 18:45 PM)} (&ref(BigComp2019_Submission_Sept17.zip,,latex);&ref(BigComp_2019_paper_89.pdf,,pdf);)
//-Conference article title:''Fault-tolerant Routing Algorithm for 3D-NoC Mesh-based Spiking Neuromorphic Chips '' submitting to [[International Conference on Intelligent Autonomous Systems (ICoIAS'2019)>http://www.icias.org/]] COLOR(red){deadline 12/31/2018}
//-- 1st draft version COLOR(red){due date 12/27/2018}
//-- Submitted to ICoAS2019 COLOR(blue){(12/28/2018, Time: 17:30 PM)} (&ref(ICoIAS2019_paper_50.zip,,latex);&ref(ICoIAS2019_paper_50.pdf,,pdf);)
//-Conference article title:Low-latency Multicast Spike Routing Algorithm for 3D-NoC-Based Neuromorphic Systems''
//-- 1st draft version COLOR(blue){(6/17/2019, Time: 2:20 PM)} (&ref(20190617_C4_SPKMCR.zip,,latex);&ref(C4_SPKMCR_Manuscript_June172019.pdf,,pdf);)
**Journals [#mc36a0ad]
//-Journal article title: %%''A K-mean Based Partitioning Method for Multicast Traffic in Manycore Neuromorphic Systems''%%
//''Analytic Model and Architecture for Low-latency Multicast Traffic Routing in Three Dimensional Network of Spiking Neurons''
//-- 1st draft version COLOR(blue){(6/5/2018, Time: 17:00 PM)} (&ref(20180605_TETC.zip,,latex);&ref(Manuscript_June5.2018.pdf,,pdf);)
//-- 2nd draft version (ACM-JETC format + synthetic evaluation) COLOR(blue){(6/15/2018, Time: 17:20 PM)} (&ref(20180614_ACM_JETC.zip,,latex);&ref(Manuscript_June14.2018.pdf,,pdf);)
//-- 3rd draft version (2nd + analytic model) COLOR(blue){(6/21/2018, Time: 8:20 PM)} (&ref(20180622_ACM_JETC.zip,,latex);&ref(Manuscript_June22.2018.pdf,,pdf);)
-Journal article title: %%'' Comprehensive Analytic Performance Assessment and Low-latency Algorithm for Spike Traffic Routing in 3D-NoC of Spiking Neurons (3DNoC-SNN)''%%
--''Comprehensive Analytical Model and Shortest-path K-means based Multicast Routing Algorithms and Architecture for 3D-NoC of Spiking Neuron''
-- Submitted to ACM JETC version COLOR(blue){(7/15/2018, Time: 2:40 PM)} (&ref(ACM_JETC_JULY15-2018.zip,,latex);&ref(Manuscript_July152018_FINAL.pdf,,pdf);)
-- Revised version COLOR(blue){(12/8/2018, Time: 5:40 PM)} (&ref(Manuscript_Dec082018_revised.zip,,latex);&ref(JETC_revised_manuscript.pdf,,pdf);&ref(JETC_Answer_to_Comments.pdf,,pdf);)
-- 2nd revised version COLOR(blue){(3/11/2019, Time: 9:30 PM)} (&ref(ACM_Manuscript_revised_Mar112019.zip,,latex);&ref(ACM_Manuscript_revised_Mar112019.pdf,,pdf);&ref(JETC_Answer_to_Comments-R2-Mar112019.docx,,docx);)
//-- 1st draf version for publishing COLOR(blue){(6/22/2019, Time: 10:40 AM)} (&ref(ACM_JETC_manuscript_June222019.zip,,latex);&ref(ACM_Manuscript_published_June222019.pdf,,pdf);)
-- ''Comprehensive Analytic Performance Assessment and K-means based Multicast Routing Algorithm and Architecture for 3D-NoC of Spiking Neurons''
-- Submitted to JETC for publishing COLOR(blue){(6/27/2019, Time: 2:10 PM)} (&ref(ACM_JETC_source_June272019.zip,,latex);&ref(JETC_system_appendPDF_proof.pdf,,pdf);)
-Journal article title:''%%A Comprehensive%% Analytic Performance Assessment and High-throughput Low-latency Spike Routing Algorithm and Architecture for Spiking Neural Network Systems''
-- Submitted to Supercomputing JnL COLOR(blue){(7/17/2018, Time: 5:10 PM)} (&ref(20180717_JS.zip,,latex);&ref(SUPE-D-18-00756.pdf,,pdf);)
-- Revised manuscript submitted to Supercomputing JnL COLOR(blue){(02/18/2019, Time: 9:15 PM)} (&ref(JS_revised_latex_source_Fab182019.zip,,latex);&ref(SUPE-D-18-00756_R1.pdf,,pdf);)
//-Journal article title:''A Comprehensive Analytic Performance Assessment and High-throughput Low-latency Spike Routing Algorithm for Spiking Neural Network Systems''
//-- Formatted IEEE Access COLOR(blue){(10/3/2018, Time: 11:10 AM)} (&ref(20181003_J1_IA_Manuscript.zip,,latex);&ref(IA_Manuscript_Oct032018.pdf,,pdf);)
-IEEE Access: Fault-Tolerant + KMCR Multicast Routing Algorithm
-- First draft version COLOR(blue){(12/20/2018, Time: 11:20 AM)} (&ref(J2_FT_KMCR_1stdraft_Dec202018.zip,,latex);&ref(J2_FT_KMCR_1stdraft_Dec202018.pdf,,pdf);)
-- Complete draft version COLOR(blue){(1/10/2019, Time: 20:30 PM)} (&ref(J2_IEEEA_manuscript_Jan102019.zip,,latex);&ref(J2_IEEEA_manuscript_Jan102019.pdf,,pdf);)
-- Complete 2nd draft version COLOR(blue){(1/19/2019, Time: 11:40 AM)} (&ref(20190119_J2manuscript_SP-KMCR:FT.zip,,latex);&ref(20190119_J2manuscript_SP-KMCR:FT.pdf,,pdf);)
-- Submitted to IEEE Access COLOR(blue){(1/22/2019, Time: 21:10 PM)} (&ref(IEEE_Access_Mansucript_final.zip,,latex);&ref(J2_system_appendPDF_proof_hi.pdf,,pdf);)
---Title: %%''Efficient Performance Assessment Method and Faulttolerant Multicast Spike Routing Algorithm and Architecture for Scalable Neuromorphic Systems''%%
---''Fault-tolerant Spike Routing Algorithm and Architecture for Three Dimensional NoC-Based Neuromorphic Systems''
-- Submitted to IEEE Access COLOR(blue){(3/9/2019, Time: 15:50 PM)} (&ref(Submited_Mar092019.zip,,latex);&ref(IEEE_Access_Mansucript_system_appendPDF_proof_hi_Mar092019.pdf,,pdf);)
//-- 2nd revised manuscript COLOR(blue){(4/11/2019, Time: 19:50 PM)} (Paper: &ref(IA_revised_April112019.zip,,latex);&ref(IEEE_Access_Mansucript_April112019_highlighted.pdf,,pdf);) (ResponLetter: &ref(Response-to-Reviewers_Access-2019-08092.doc,,doc); &ref(Response-to-Reviewers_Access-2019-08092.pdf,,pdf);)
-- Submitted to IEEE Access COLOR(blue){(4/15/2019, Time: 16:30 PM)} (&ref(IEEE_Access_Mansucript_April152019.zip,,latex);&ref(Access-2019-13199_system_appendPDF_proof_hi.pdf,,pdf);)
-- Submitted to IEEE Access COLOR(blue){(5/13/2019, Time: 16:15 PM)} (&ref(IEEE_Access_Mansucript_May132019.zip,,latex);&ref(IA_system_appendPDF_proof_hi_May132019.pdf,,pdf);)
-- Submitted to IEEE Access for publishing COLOR(blue){(6/22/2019, Time: 8:15 PM)} (&ref(IA_published_manuscript_June222019.zip,,latex);&ref(FINAL Article.pdf,,pdf);)
----
***Accepted Conference papers [#k928acc4]
-The H. Vu, Ryunosuke Murakami, Yuichi Okuyama, Abderazek Ben Abdallah, ''fficient Optimization and Hardware Acceleration of CNNs towards the- Design of a Scalable Neuro-inspired Architecture in Hardware'', [[IEEE International Conference on Big Data and Smart Computing (BigComp)>http://www.bigcomputing.org/]], Shanghai, China, January 15-18, 2018
//-''Efficient Optimization and FPGA Accelerator Design for Deep Convolutional Neural Networks'', Submitted on [[IEEE International Conference on Big Data and Smart Computing>http://www.bigcomputing.org/]], 2018 COLOR(blue){(7/29/2017, Time:9:35 AM)} (&ref(NASH_CNN_July282017.zip,,latex);&ref(NASH_CNN_July282017.pdf,,pdf);)
//- NASH_CNN_camera_v1 COLOR(blue){(11/9/2017, Time:5:00 PM)} (&ref(NASH_CNN_Nov92017.zip,,latex);&ref(NASH_CNN_Nov92017.pdf,,pdf);)
-- NASH_CNN_camera_final COLOR(blue){(11/14/2017, Time:9:20 PM)} (&ref(NASH_CNN_camera_Nov142017.zip,,latex);&ref(NASH_CNN_camera_Nov142017.pdf,,pdf);)
-- Presentation slide COLOR(blue){(1/19/2018, Time:2:20 PM)} (&ref(20180117_Vu_BigCom2018.pptx,,pptx);&ref(20180117_Vu_BigCom2018.pdf,,pdf);)
-The H. Vu, Yuichi Okuyama, Abderazek Ben Abdallah, ''”An Efficient K-means based Multicast Routing Algorithm and Architecture for Spiking Neural Network Systems” '', [[IEEE International Conference on Big Data and Smart Computing (BigComp)>http://www.bigcomputing.org/]], Kyoto, Japan, February 27th-March 2nd, 2019
-- Camera-ready version COLOR(blue){(12/19/2018, Time:12:10 PM)} (&ref(BigCom2019_CameraReady_submittedDec192018.zip,,latex);&ref(PID1224562.pdf,,pdf);)
-The H. Vu, Yuji Murakami, Abderazek Ben Abdallah, ''”Graceful Fault-tolerant On-chip Spike Routing Algorithm for Mesh-based Spiking Neural Networks”'', [[International Conference on Intelligent Autonomous Systems (ICoIAS'2019)>http://www.icias.org/]], Singapore, February 28th-March 2nd, 2019
-- Camera-ready version COLOR(blue){(1/24/2019, Time:14:30 PM)} (&ref(ICoIAS2019_CameraReady1242019.zip,,latex);&ref(ICoIAS2019_CameraReady1242019.pdf,,pdf);)
-Conference article title:A Low-latency Tree-based Multicast Spike Routing for Scalable Multicore Neuromorphic Chips'', [[ACM - 5th International Conference of Computing for Engineering and Sciences (ICCES'2019)>http://www.ijist.net/ICCES2019/]], Hammamet, Tunisia 20-22 July, 2019
-- Camera-ready version COLOR(blue){(6/19/2019, Time: 19:00 PM)} (&ref(CameraReady_ICCES2019_June192019.zip,,latex);&ref(CameraReady_ICCES2019_June192019.pdf,,pdf);)
----
***Survey reports [#adaff0a7]
-&ref(neurosystem-survey-vht2016.pdf,,A Survey of Neuro-inspired Computing Systems); COLOR(blue){(01/16/2017, Time:12:25 PM)}(&ref(neurosystem-survey-vht2016.zip,,latex);)
-&ref(onoc-cnoc-study-vht2016-v2.pdf,,A Comparison between OASIS NoC and Conventional Wormhole NoC systems); COLOR(blue){(12/8/2016, Time:14:08 PM )} (&ref(comparison-oasis-noc_latex.zip,,latex);)
-&ref(onoc-survey-vht2016-v4.pdf,, OASIS NoC Survey); COLOR(blue){(11/29/2016, Time:15:55 PM)} (&ref(oasis-noc-survey_latex.zip,,latex);)
-NASH poster v1.0 COLOR(blue){(6/22/2017, Time:7:00 PM)} (&ref(20170622-NASHPoster.pptx,,pptx);,&ref(20170622-NASHPoster.pdf,,pdf);)
-NASH poster v2.0 COLOR(blue){(10/10/2017, Time:11:15 AM)} (&ref(20171010-NASHPoster V2.0.pptx,,pptx);,&ref(20171010-NASHPoster V2.0.pdf,,pdf);)
-CNNtoSNN survey COLOR(blue){(7/3/2017, Time:2:00 PM)} (&ref(ANNtoSNN_survey.pdf,,pdf);)
-Abstract of Research Progress COLOR(blue){(11/27/2017, Time:2:15 PM)} (&ref(Vu_ResearchProgress_Nov2017.pdf,,pdf);)
-FPGA price COLOR(blue){(5/25/2017, Time:10:30 AM)} (&ref(FPGA Price List.xlsx,,xlsx);)
----
* %%Special%% [[NASH seminars>http://adaptive.u-aizu.ac.jp/aslint/index.php?NASH-SEMINAR]] [#g57ab53d]
*Doctoral Dissertation [#ya1fe18c]
- Dissertation
-- Content COLOR(blue){(3/17/2019, Time:17:50 PM)} (&ref(Dissertation content_Mar182019.pdf,,pdf);)
-- Preliminary Dissertation COLOR(blue){(5/6/2019, Time:10:50 AM)} (&ref(pre_dissertation.zip,,latex);&ref(pre_dissertation.pdf,,pdf);)
-- Final Dissertation COLOR(blue){(6/3/2019, Time:3:50 PM)} (&ref(FinalDissertation_June32019.zip,,latex);&ref(FinalDissertation_June32019.pdf,,pdf);)
- Slides
-- Preliminary Review COLOR(blue){(4/24/2019, Time:9:00 AM)} (&ref(PriliminaryReview_Slides.zip,,latex);&ref(PreliminaryReview_23April2019.pdf,,pdf);)
-- Final Review COLOR(blue){(6/19/2019, Time:10:40 AM)} (&ref(FinalReviewSlide_June182019.zip,,latex);&ref(FinalReviewSlide_June182019.pdf,,pdf);)
-- Summarized slide (4 slides): COLOR(blue){(7/1/2019, Time:15:00)} (&ref(4_Summarized_Slides.tex,,latex);&ref(4_Summarized_Slides.pdf,,pdf);)
*Doctoral Dissertation Review Procedure (AY2019 Autumn [[Ref>http://www.u-aizu.ac.jp/en/graduate/curriculum/doctor/]]) [#nb518f4f]
- Submission of dissertation title and list of referees, COLOR(red){due date 2/25/2019}
- Submission of the documents for the Doctoral Dissertation Preliminary Review, COLOR(red){due date 3/25/2019}
- Preliminary review, COLOR(red){due date 4/22-24/2019}
- Submission of the documents for the Doctoral Dissertation Final Review, COLOR(red){due date 6/3/2019}
- Final Review, COLOR(red){due date 6/17-19/2019}
- Submission of finalized Dissertations and their abstracts, COLOR(red){due date 8/20/2019}
- Public Dissertation Presentation, COLOR(red){due date 8/23/2019 (tentative)}
//* Patent [#v705200c]
//- 1st manuscript COLOR(blue){(4/12/2019, Time: 16:00 PM)} (&ref(Patent_1stdraft_April122019.pdf,,pdf);, &ref(Patent_1stdraft_April122019.zip,,latex); )
*Bibliography - Fault tolerance in neuromorphic computing systems [#mee940aa]
-[[Fault tolerance in neuromorphic computing systems>https://adaptive.u-aizu.ac.jp/aslint/index.php?Fault%20tolerance%20in%20neuromorphic%20computing%20systems]]
*Update History [#uf46292e]
-01/15/2019: B. (Updated the schedule)
-07/30/2018: B. (Updated the schedule)
-05/22/2018: B.
-11/08/2017: B.
-5/29/2017: B.
-3/24/2017: site updated, B.
-3/10/2017: site updated, B.
-3/6/2017: site updated, B.
-2/17/2017: site update, B.
-1/13/2017: added new ref, B.
-12/8/2016: updated the research step deadlines, B.
-12/6/2016: updated the research goal and the background, B.
-Nov. 24,2016, updated Step 1.2, B.
-Nov. 22,2016, Ref. added to Step 2, B.
-Nov. 18, 2016, site updated, Ben
-Nov. 11, 2016 - Research Schedule updated, B.
-Nov. 8, 2016 - page created, B.
終了行:
CENTER:COLOR(green){SIZE(20){[[NASH1: Neuro-inspired ArchitectureS in Hardware Project>http://adaptive.u-aizu.ac.jp/aslint/index.php?NASH]]}}
----
CENTER:COLOR(green){SIZE(40){Algorithms and Architectures for Spiking Neuromorphic Systems}}
----
-DT Titles
--O1: ''Algorithms and Architectures for Spiking Neuromorphic Systems''
--%%O2: ''Algorithms and Architectures for 3D Neuromorphic Computing Systems''%%
--%%03 ''3D Neuromorphic (Computing) System Design and Applications''%%
----
*Background [#w98293af]
-[[Background, Research Goal, Achievement, etc.>http://adaptive.u-aizu.ac.jp/aslint/index.php?cmd=read&page=Vu%20Huy%20The%20-%20Background&refer=Vu%20Huy%20The]]
*Research schedule [#w884b784]
***[[October 1st 2016 to current date>http://adaptive.u-aizu.ac.jp/aslint/index.php?Vu%20Huy%20The%20-%20Oct.%20-%20Feb.%202017]] [#nfc4709b]
***Step 11: (COLOR(red){due date by April 31, 2019)} [#le2c584c]
-Hardware Implementation and Evaluation of a 16x16 (XB-based) LIF Neurocore for NASH System (COLOR(red){due date by %%January 31%% %%March %%10%% April 10, 2019)}
-Draft of a new Jnl (IEEE access) containing: ''NASH with Xb Neurocore (with STDP learning) + FT-KMCR'' (COLOR(blue){due date by April 31, 2019)}
***Step 12: (COLOR(red){due date by TBD)} [#rd62200d]
- Real brain model: 3DNoC-SNN for a real application, such as robot control, [[Basal Ganglia>https://en.wikipedia.org/wiki/Basal_ganglia]], etc.
-- Comparison with the work that simulated the [[Ganglia Emulation on six Altera Stratix III FPGA>https://ieeexplore.ieee.org/document/8341965/]]
-- Completion due date: TBD
//|&ref(neuron-type.jpg,,90%);|&ref(pasal_Ganglia_connections.jpg,,50%);|[[&ref(basal-ganglia-pathways.gif,,80%);>>http://epomedicine.com/medical-students/basal-ganglia-pathways-simplified/]]|
//***Step 12 [#c166dd1f]
//- Learning algorithm
//-- Survey NoC-based STDP (COLOR(red){due date TBD).
//-- Evaluation STDP (COLOR(red)
//-- Submission of learning and FT multicast to Jnl Nov 15, 2018
*Achievement [#d1905b56]
***On-going Conference and Jnl papers [#k51ad403]
**Conferences [#jf725cf0]
//-Paper of NASH-CNN_v1 COLOR(blue){(5/22/2017, Time:7:25 PM)} (&ref(20170522-NASH-CNN_Latex.zip,,latex);&ref(20170529_NASH_CNN_draftPaper.pdf,,pdf);)
//-Paper of NASH-CNN_v2 COLOR(blue){(6/7/2017, Time:3:22 PM)} (&ref(20170607-NASH-CNN(latex).zip,,latex);&ref(20170607-NASH-CNN draftpaper.pdf,,pdf);)
//-Paper of NASH-CNN_v3 COLOR(blue){(7/18/2017, Time:12:05 PM)} (&ref(ICAST2017.zip,,latex);)
//-Paper of NASH-CNN_v4 COLOR(blue){(7/24/2017, Time:3:05 PM)} (&ref(NASH_CNN_July242017.zip,,latex);)
//-Paper of NASH-CNN_vSubmitted COLOR(blue){(7/29/2017, Time:9:35 AM)} (&ref(NASH_CNN_July282017.zip,,latex);&ref(NASH_CNN_July282017.pdf,,pdf);)
//-Article tentative title: ''Light-weight Fault-tolerant Multicast Routing Algorithm and Architecture for Manycore Neuro-inpisred System''
//-- Target completion deadline of the 1st draft: November 24, 2017.
//---COLOR(red){Pelase present your complete algorithm proposal by October 6, 2017}
//-- Multicast Routing Algorithm paper: 1st draft version COLOR(blue){(3/19/2018, Time: 1:50 PM)} (&ref(MCN_paper_verMarch192018.zip,,latex);&ref(NASH_Multicast_verMarch19.pdf,,pdf);)
//-- Multicast Routing Algorithm paper: 2nd draft version COLOR(blue){(3/23/2018, Time: 6:20 PM)} (&ref(MCN_paper_verMarch232018.zip,,latex);&ref(MCN_paper_verMarch232018.pdf,,pdf);)
//-Journal article tentative title: ''Low-latency 3D-NoC Design and High Throughput Multicast Routing Algorithm for Scalable Neuro-inspired Architectures in Hardware''
//-- Multicast Routing Algorithm paper: 1st draft version COLOR(blue){(4/11/2018, Time: 12:20 PM)} (&ref(Jnl_manuscript_draft_April10.2018.zip,,latex);&ref(Manuscript_04102018.pdf,,pdf);)
//---COLOR(gold){(1) Evaluate your system with large NN sizes (real or random). Add the HW design results (layout, etc.) of a Tile (1N/NPU and 4N/NPU + R)}
//---COLOR(gold){(2) Upload your updated draft on 5/14. Meeting on 5/14, 17:00.}
//-Conference article title:''A K-mean Based Partitioning Method for Multicast Traffic in Spiking Neural Network Systems''
//-- 1st draft version COLOR(blue){(7/18/2018, Time: 15:15 PM)} (&ref(20180718_Conf2.zip,,latex);&ref(Conf_Summision_July18.pdf,,pdf);)
//-Conference article title:''An Efficient K-mean based Partitioning Algorithm for Multicast Spike Routing in Spiking Neural Network Systems (SNNs)''
//-- Submited to [[ICPADS2018>http://icpads.sg/]] COLOR(blue){(7/20/2018, Time: 15:50 PM)} (&ref(20180720_Conf2_submited.zip,,latex);&ref(Conf_Summision_July20-FINAL.pdf,,pdf);)
//-Conference article title:''An Efficient K-means based Multicast Routing Algorithm and Architecture for Spiking Neural Network Systems''
//--1st draft version COLOR(blue){(9/14/2018, Time: 12:20 PM)} (&ref(C2_submission_Sept14.zip,,latex);&ref(C2_submission_Sept14.pdf,,pdf);)
//-- Submited to [[BigComp2019>http://www.bigcomputing.org/]] COLOR(blue){(9/17/2018, Time: 18:45 PM)} (&ref(BigComp2019_Submission_Sept17.zip,,latex);&ref(BigComp_2019_paper_89.pdf,,pdf);)
//-Conference article title:''Fault-tolerant Routing Algorithm for 3D-NoC Mesh-based Spiking Neuromorphic Chips '' submitting to [[International Conference on Intelligent Autonomous Systems (ICoIAS'2019)>http://www.icias.org/]] COLOR(red){deadline 12/31/2018}
//-- 1st draft version COLOR(red){due date 12/27/2018}
//-- Submitted to ICoAS2019 COLOR(blue){(12/28/2018, Time: 17:30 PM)} (&ref(ICoIAS2019_paper_50.zip,,latex);&ref(ICoIAS2019_paper_50.pdf,,pdf);)
//-Conference article title:Low-latency Multicast Spike Routing Algorithm for 3D-NoC-Based Neuromorphic Systems''
//-- 1st draft version COLOR(blue){(6/17/2019, Time: 2:20 PM)} (&ref(20190617_C4_SPKMCR.zip,,latex);&ref(C4_SPKMCR_Manuscript_June172019.pdf,,pdf);)
**Journals [#mc36a0ad]
//-Journal article title: %%''A K-mean Based Partitioning Method for Multicast Traffic in Manycore Neuromorphic Systems''%%
//''Analytic Model and Architecture for Low-latency Multicast Traffic Routing in Three Dimensional Network of Spiking Neurons''
//-- 1st draft version COLOR(blue){(6/5/2018, Time: 17:00 PM)} (&ref(20180605_TETC.zip,,latex);&ref(Manuscript_June5.2018.pdf,,pdf);)
//-- 2nd draft version (ACM-JETC format + synthetic evaluation) COLOR(blue){(6/15/2018, Time: 17:20 PM)} (&ref(20180614_ACM_JETC.zip,,latex);&ref(Manuscript_June14.2018.pdf,,pdf);)
//-- 3rd draft version (2nd + analytic model) COLOR(blue){(6/21/2018, Time: 8:20 PM)} (&ref(20180622_ACM_JETC.zip,,latex);&ref(Manuscript_June22.2018.pdf,,pdf);)
-Journal article title: %%'' Comprehensive Analytic Performance Assessment and Low-latency Algorithm for Spike Traffic Routing in 3D-NoC of Spiking Neurons (3DNoC-SNN)''%%
--''Comprehensive Analytical Model and Shortest-path K-means based Multicast Routing Algorithms and Architecture for 3D-NoC of Spiking Neuron''
-- Submitted to ACM JETC version COLOR(blue){(7/15/2018, Time: 2:40 PM)} (&ref(ACM_JETC_JULY15-2018.zip,,latex);&ref(Manuscript_July152018_FINAL.pdf,,pdf);)
-- Revised version COLOR(blue){(12/8/2018, Time: 5:40 PM)} (&ref(Manuscript_Dec082018_revised.zip,,latex);&ref(JETC_revised_manuscript.pdf,,pdf);&ref(JETC_Answer_to_Comments.pdf,,pdf);)
-- 2nd revised version COLOR(blue){(3/11/2019, Time: 9:30 PM)} (&ref(ACM_Manuscript_revised_Mar112019.zip,,latex);&ref(ACM_Manuscript_revised_Mar112019.pdf,,pdf);&ref(JETC_Answer_to_Comments-R2-Mar112019.docx,,docx);)
//-- 1st draf version for publishing COLOR(blue){(6/22/2019, Time: 10:40 AM)} (&ref(ACM_JETC_manuscript_June222019.zip,,latex);&ref(ACM_Manuscript_published_June222019.pdf,,pdf);)
-- ''Comprehensive Analytic Performance Assessment and K-means based Multicast Routing Algorithm and Architecture for 3D-NoC of Spiking Neurons''
-- Submitted to JETC for publishing COLOR(blue){(6/27/2019, Time: 2:10 PM)} (&ref(ACM_JETC_source_June272019.zip,,latex);&ref(JETC_system_appendPDF_proof.pdf,,pdf);)
-Journal article title:''%%A Comprehensive%% Analytic Performance Assessment and High-throughput Low-latency Spike Routing Algorithm and Architecture for Spiking Neural Network Systems''
-- Submitted to Supercomputing JnL COLOR(blue){(7/17/2018, Time: 5:10 PM)} (&ref(20180717_JS.zip,,latex);&ref(SUPE-D-18-00756.pdf,,pdf);)
-- Revised manuscript submitted to Supercomputing JnL COLOR(blue){(02/18/2019, Time: 9:15 PM)} (&ref(JS_revised_latex_source_Fab182019.zip,,latex);&ref(SUPE-D-18-00756_R1.pdf,,pdf);)
//-Journal article title:''A Comprehensive Analytic Performance Assessment and High-throughput Low-latency Spike Routing Algorithm for Spiking Neural Network Systems''
//-- Formatted IEEE Access COLOR(blue){(10/3/2018, Time: 11:10 AM)} (&ref(20181003_J1_IA_Manuscript.zip,,latex);&ref(IA_Manuscript_Oct032018.pdf,,pdf);)
-IEEE Access: Fault-Tolerant + KMCR Multicast Routing Algorithm
-- First draft version COLOR(blue){(12/20/2018, Time: 11:20 AM)} (&ref(J2_FT_KMCR_1stdraft_Dec202018.zip,,latex);&ref(J2_FT_KMCR_1stdraft_Dec202018.pdf,,pdf);)
-- Complete draft version COLOR(blue){(1/10/2019, Time: 20:30 PM)} (&ref(J2_IEEEA_manuscript_Jan102019.zip,,latex);&ref(J2_IEEEA_manuscript_Jan102019.pdf,,pdf);)
-- Complete 2nd draft version COLOR(blue){(1/19/2019, Time: 11:40 AM)} (&ref(20190119_J2manuscript_SP-KMCR:FT.zip,,latex);&ref(20190119_J2manuscript_SP-KMCR:FT.pdf,,pdf);)
-- Submitted to IEEE Access COLOR(blue){(1/22/2019, Time: 21:10 PM)} (&ref(IEEE_Access_Mansucript_final.zip,,latex);&ref(J2_system_appendPDF_proof_hi.pdf,,pdf);)
---Title: %%''Efficient Performance Assessment Method and Faulttolerant Multicast Spike Routing Algorithm and Architecture for Scalable Neuromorphic Systems''%%
---''Fault-tolerant Spike Routing Algorithm and Architecture for Three Dimensional NoC-Based Neuromorphic Systems''
-- Submitted to IEEE Access COLOR(blue){(3/9/2019, Time: 15:50 PM)} (&ref(Submited_Mar092019.zip,,latex);&ref(IEEE_Access_Mansucript_system_appendPDF_proof_hi_Mar092019.pdf,,pdf);)
//-- 2nd revised manuscript COLOR(blue){(4/11/2019, Time: 19:50 PM)} (Paper: &ref(IA_revised_April112019.zip,,latex);&ref(IEEE_Access_Mansucript_April112019_highlighted.pdf,,pdf);) (ResponLetter: &ref(Response-to-Reviewers_Access-2019-08092.doc,,doc); &ref(Response-to-Reviewers_Access-2019-08092.pdf,,pdf);)
-- Submitted to IEEE Access COLOR(blue){(4/15/2019, Time: 16:30 PM)} (&ref(IEEE_Access_Mansucript_April152019.zip,,latex);&ref(Access-2019-13199_system_appendPDF_proof_hi.pdf,,pdf);)
-- Submitted to IEEE Access COLOR(blue){(5/13/2019, Time: 16:15 PM)} (&ref(IEEE_Access_Mansucript_May132019.zip,,latex);&ref(IA_system_appendPDF_proof_hi_May132019.pdf,,pdf);)
-- Submitted to IEEE Access for publishing COLOR(blue){(6/22/2019, Time: 8:15 PM)} (&ref(IA_published_manuscript_June222019.zip,,latex);&ref(FINAL Article.pdf,,pdf);)
----
***Accepted Conference papers [#k928acc4]
-The H. Vu, Ryunosuke Murakami, Yuichi Okuyama, Abderazek Ben Abdallah, ''fficient Optimization and Hardware Acceleration of CNNs towards the- Design of a Scalable Neuro-inspired Architecture in Hardware'', [[IEEE International Conference on Big Data and Smart Computing (BigComp)>http://www.bigcomputing.org/]], Shanghai, China, January 15-18, 2018
//-''Efficient Optimization and FPGA Accelerator Design for Deep Convolutional Neural Networks'', Submitted on [[IEEE International Conference on Big Data and Smart Computing>http://www.bigcomputing.org/]], 2018 COLOR(blue){(7/29/2017, Time:9:35 AM)} (&ref(NASH_CNN_July282017.zip,,latex);&ref(NASH_CNN_July282017.pdf,,pdf);)
//- NASH_CNN_camera_v1 COLOR(blue){(11/9/2017, Time:5:00 PM)} (&ref(NASH_CNN_Nov92017.zip,,latex);&ref(NASH_CNN_Nov92017.pdf,,pdf);)
-- NASH_CNN_camera_final COLOR(blue){(11/14/2017, Time:9:20 PM)} (&ref(NASH_CNN_camera_Nov142017.zip,,latex);&ref(NASH_CNN_camera_Nov142017.pdf,,pdf);)
-- Presentation slide COLOR(blue){(1/19/2018, Time:2:20 PM)} (&ref(20180117_Vu_BigCom2018.pptx,,pptx);&ref(20180117_Vu_BigCom2018.pdf,,pdf);)
-The H. Vu, Yuichi Okuyama, Abderazek Ben Abdallah, ''”An Efficient K-means based Multicast Routing Algorithm and Architecture for Spiking Neural Network Systems” '', [[IEEE International Conference on Big Data and Smart Computing (BigComp)>http://www.bigcomputing.org/]], Kyoto, Japan, February 27th-March 2nd, 2019
-- Camera-ready version COLOR(blue){(12/19/2018, Time:12:10 PM)} (&ref(BigCom2019_CameraReady_submittedDec192018.zip,,latex);&ref(PID1224562.pdf,,pdf);)
-The H. Vu, Yuji Murakami, Abderazek Ben Abdallah, ''”Graceful Fault-tolerant On-chip Spike Routing Algorithm for Mesh-based Spiking Neural Networks”'', [[International Conference on Intelligent Autonomous Systems (ICoIAS'2019)>http://www.icias.org/]], Singapore, February 28th-March 2nd, 2019
-- Camera-ready version COLOR(blue){(1/24/2019, Time:14:30 PM)} (&ref(ICoIAS2019_CameraReady1242019.zip,,latex);&ref(ICoIAS2019_CameraReady1242019.pdf,,pdf);)
-Conference article title:A Low-latency Tree-based Multicast Spike Routing for Scalable Multicore Neuromorphic Chips'', [[ACM - 5th International Conference of Computing for Engineering and Sciences (ICCES'2019)>http://www.ijist.net/ICCES2019/]], Hammamet, Tunisia 20-22 July, 2019
-- Camera-ready version COLOR(blue){(6/19/2019, Time: 19:00 PM)} (&ref(CameraReady_ICCES2019_June192019.zip,,latex);&ref(CameraReady_ICCES2019_June192019.pdf,,pdf);)
----
***Survey reports [#adaff0a7]
-&ref(neurosystem-survey-vht2016.pdf,,A Survey of Neuro-inspired Computing Systems); COLOR(blue){(01/16/2017, Time:12:25 PM)}(&ref(neurosystem-survey-vht2016.zip,,latex);)
-&ref(onoc-cnoc-study-vht2016-v2.pdf,,A Comparison between OASIS NoC and Conventional Wormhole NoC systems); COLOR(blue){(12/8/2016, Time:14:08 PM )} (&ref(comparison-oasis-noc_latex.zip,,latex);)
-&ref(onoc-survey-vht2016-v4.pdf,, OASIS NoC Survey); COLOR(blue){(11/29/2016, Time:15:55 PM)} (&ref(oasis-noc-survey_latex.zip,,latex);)
-NASH poster v1.0 COLOR(blue){(6/22/2017, Time:7:00 PM)} (&ref(20170622-NASHPoster.pptx,,pptx);,&ref(20170622-NASHPoster.pdf,,pdf);)
-NASH poster v2.0 COLOR(blue){(10/10/2017, Time:11:15 AM)} (&ref(20171010-NASHPoster V2.0.pptx,,pptx);,&ref(20171010-NASHPoster V2.0.pdf,,pdf);)
-CNNtoSNN survey COLOR(blue){(7/3/2017, Time:2:00 PM)} (&ref(ANNtoSNN_survey.pdf,,pdf);)
-Abstract of Research Progress COLOR(blue){(11/27/2017, Time:2:15 PM)} (&ref(Vu_ResearchProgress_Nov2017.pdf,,pdf);)
-FPGA price COLOR(blue){(5/25/2017, Time:10:30 AM)} (&ref(FPGA Price List.xlsx,,xlsx);)
----
* %%Special%% [[NASH seminars>http://adaptive.u-aizu.ac.jp/aslint/index.php?NASH-SEMINAR]] [#g57ab53d]
*Doctoral Dissertation [#ya1fe18c]
- Dissertation
-- Content COLOR(blue){(3/17/2019, Time:17:50 PM)} (&ref(Dissertation content_Mar182019.pdf,,pdf);)
-- Preliminary Dissertation COLOR(blue){(5/6/2019, Time:10:50 AM)} (&ref(pre_dissertation.zip,,latex);&ref(pre_dissertation.pdf,,pdf);)
-- Final Dissertation COLOR(blue){(6/3/2019, Time:3:50 PM)} (&ref(FinalDissertation_June32019.zip,,latex);&ref(FinalDissertation_June32019.pdf,,pdf);)
- Slides
-- Preliminary Review COLOR(blue){(4/24/2019, Time:9:00 AM)} (&ref(PriliminaryReview_Slides.zip,,latex);&ref(PreliminaryReview_23April2019.pdf,,pdf);)
-- Final Review COLOR(blue){(6/19/2019, Time:10:40 AM)} (&ref(FinalReviewSlide_June182019.zip,,latex);&ref(FinalReviewSlide_June182019.pdf,,pdf);)
-- Summarized slide (4 slides): COLOR(blue){(7/1/2019, Time:15:00)} (&ref(4_Summarized_Slides.tex,,latex);&ref(4_Summarized_Slides.pdf,,pdf);)
*Doctoral Dissertation Review Procedure (AY2019 Autumn [[Ref>http://www.u-aizu.ac.jp/en/graduate/curriculum/doctor/]]) [#nb518f4f]
- Submission of dissertation title and list of referees, COLOR(red){due date 2/25/2019}
- Submission of the documents for the Doctoral Dissertation Preliminary Review, COLOR(red){due date 3/25/2019}
- Preliminary review, COLOR(red){due date 4/22-24/2019}
- Submission of the documents for the Doctoral Dissertation Final Review, COLOR(red){due date 6/3/2019}
- Final Review, COLOR(red){due date 6/17-19/2019}
- Submission of finalized Dissertations and their abstracts, COLOR(red){due date 8/20/2019}
- Public Dissertation Presentation, COLOR(red){due date 8/23/2019 (tentative)}
//* Patent [#v705200c]
//- 1st manuscript COLOR(blue){(4/12/2019, Time: 16:00 PM)} (&ref(Patent_1stdraft_April122019.pdf,,pdf);, &ref(Patent_1stdraft_April122019.zip,,latex); )
*Bibliography - Fault tolerance in neuromorphic computing systems [#mee940aa]
-[[Fault tolerance in neuromorphic computing systems>https://adaptive.u-aizu.ac.jp/aslint/index.php?Fault%20tolerance%20in%20neuromorphic%20computing%20systems]]
*Update History [#uf46292e]
-01/15/2019: B. (Updated the schedule)
-07/30/2018: B. (Updated the schedule)
-05/22/2018: B.
-11/08/2017: B.
-5/29/2017: B.
-3/24/2017: site updated, B.
-3/10/2017: site updated, B.
-3/6/2017: site updated, B.
-2/17/2017: site update, B.
-1/13/2017: added new ref, B.
-12/8/2016: updated the research step deadlines, B.
-12/6/2016: updated the research goal and the background, B.
-Nov. 24,2016, updated Step 1.2, B.
-Nov. 22,2016, Ref. added to Step 2, B.
-Nov. 18, 2016, site updated, Ben
-Nov. 11, 2016 - Research Schedule updated, B.
-Nov. 8, 2016 - page created, B.
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