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開始行:
[[NASH]]
CENTER:SIZE(70){COLOR(green){Special/NASH Seminars}}
*2018 [#pa6fda73]
-[[Real-Time Neuromorphic System for Large-Scale Conductance-Based Spiking Neural Networks>https://ieeexplore.ieee.org/document/8341965/]], IEEE Transactions on Cybernetics, Volume: PP, Issue: 99, 2018
--Date: August 7, 2018. [[Oveview of the Basal Ganglia>https://www.youtube.com/watch?v=noBTt1tsAMs]]
*2016 -2017 [#b30a98c1]
CENTER:Schedule: Every Friday, 17:00¬
CENTER:Manager: ''Y. Murakami''
**''May 19, 2017'' [#z6f336f2]
-Presenter(s): cancel
--Title:
--Slides:
**''May 26, 2017'' [#j6f98448]
-Presenter(s): R. Murakami, Y. Murakami
--Title:
--Slides:[[RMurakami_05262017.pptx>https://1drv.ms/p/s!AtEWHTZAQkReilAMNTbL6sUCExl2]], &ref(YMurakami_05262017.pptx,,YMurakami_05262017.pptx);
**''June 09, 2017'' [#dfe3d5a1]
-Presenter(s): Vu [#zea576ec]
--Title:[[A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses>http://journal.frontiersin.org/article/10.3389/fnins.2015.00141/full]]
--Slides:&ref(Vu_06092017.pptx,,Vu_06092017.ppt);
**''June 16, 2017'' [#q600ce35]
-Presenter(s): Vu
--Title:[[A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses (Cont.) >http://journal.frontiersin.org/article/10.3389/fnins.2015.00141/full]]
--Slides:&ref(Vu_06092017.pptx,,Vu_06092017.ppt);
**-''June 23, 2017'' [#l3c2aa5d]
-Presenter(s): Y. Murakami [#h97c3281]
--Title: [[Scalable Hardware Architecture for Memristor Based Artificial Neural Network Systems (Cont.)>https://drive.google.com/file/d/0B2HMlO4p7SuwNHF3YWloNVEtNkk/view?//usp=sharing]]
--Slides:&ref(NASH20170623.pptx,,YMurakami_06232017.pptx);
**''June 30, 2017'' [#n4c50c4d]
-Presenter(s):Suzuki
--Title: [[Chapters 1,2,3>https://drive.google.com/file/d/0B2HMlO4p7SuwZTJYdEF3SlJOT1E/view?usp=sharing]]
--Slides: [[slides>https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=07d480abcc80c4df1a82fd0e0f847c589&authkey=ASgjeJ3IdsvP63VlanMICGc]]
**''%%July 7, 2017%% -COLOR(red){postponed}'' [#lc477cea]
-Presenter(s): R. Murakami
--Title: [[Cat Face Recognition with CNN>https://drive.google.com/file/d/0B2HMlO4p7SuwUkdoX1pBTWt2NXM/view?usp=sharing]]
--Slides: [[RMurakami_07072017.pptx]]
**''July 14, 2017'' [#lc477cea]
-Presenter(s): R. Murakami
--Title: [[Cat Face Recognition with CNN>https://drive.google.com/file/d/0B2HMlO4p7SuwUkdoX1pBTWt2NXM/view?usp=sharing]]
--Datasets: [[link>http://www.robots.ox.ac.uk/~vgg/data/pets/]]
--Slides: [[slide>https://1drv.ms/p/s!AtEWHTZAQkRei28_xdAxSxQT4izY]]
-COLOR(red){''Presenter(s): All members research progress presentations (except the reader of the day)''}
-[[slide_suzuki>https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=0c5eb1520c36643fb8de7eae119e88136&authkey=ARXL0-dsVWDzpI3wJHBzk2U]]
**''July 21, 2017'' [#f58e03dd]
-Presenter(s): Vu
--Title: [[A Study on Hardware Design for High-Performance Artificial Neural Network by using FPGA and NoC>https://drive.google.com/file/d/0B2HMlO4p7SuwWkJiWlYxYmdVbVE/view?usp=sharing]]
--Slides: &ref(20170721_FPGA_ANN.pdf,,Vu_07212017.pdf);
**''July 28, 2017 18:10~'' [#f58e03dd]
-Presenter(s): Vu (Cont.)
--Title: [[A Study on Hardware Design for High-Performance Artificial Neural Network by using FPGA and NoC>https://drive.google.com/file/d/0B2HMlO4p7SuwWkJiWlYxYmdVbVE/view?usp=sharing]]
--Slides: &ref(20170721_FPGA_ANN.pdf,,Vu_07212017.pdf);
-Slides: [[slide_suzuki>https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=1f528143d72d147399293e393dffaba9c&authkey=AZJ5iG5GzSB5j88onjto774]]
**''%%August 4, 2017%% - COLOR(red){presentation cancelled}'' [#e224b40f]
-Presenter(s): Suzuki
--Title:[[Chapters 4,5,6>https://drive.google.com/file/d/0B2HMlO4p7SuwZTJYdEF3SlJOT1E/view?usp=sharing]]
--Slides:[[slide_suzuki>https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=16dd48bf4dbb44f23a8106456b1d390a5&authkey=AdftxRO04rOqdDTbkZUtet8]]
-COLOR(red){''Presenter(s): All members research progress presentations (except the reader of the day)''}
**''September 8, 2017''[#wbb0ab30]
-Presenter 1: Y. Murakam
--Title:[[Scalable Hardware Architecture for Memristor Based Artificial Neural Network Systems (Cont.)>https://drive.google.com/file/d/0B2HMlO4p7SuwNHF3YWloNVEtNkk/view?//usp=sharing]]
--Slides:&ref(NASH20170908.pdf,,);
-Presenter 2: Suzuki
--Title:[[Chapters 4,5,6>https://drive.google.com/file/d/0B2HMlO4p7SuwZTJYdEF3SlJOT1E/view?usp=sharing]]
--Slides:[[slide_suzuki>https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=14d8b7ec58e154b48b1eb4c50d00dde72&authkey=AYxCMQWzsTq4EbR4iKqmIQM]]
**''%%September, 15, 2017%% - COLOR(red){presentation postponed}'' [#u7970dbf]
-Presenter 1: R. Murakami
--[[Youtube Demo:Deep Learning in 11 Lines of MATLAB Code>https://www.youtube.com/watch?v=-ENmRfKWjmo]]
--Slides:
-Presenter 2: Y. Murakam
--Title:[[Scalable Hardware Architecture for Memristor Based Artificial Neural Network Systems (Cont.)>https://drive.google.com/file/d/0B2HMlO4p7SuwNHF3YWloNVEtNkk/view?//usp=sharing]]
--Slides:
-COLOR(red){''Presenter(s): All members research progress presentations (except the reader of the day)''}
--Slides:[[slide_suzuki>https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=13a65c3a915b445dc8e8ead66b3aee7c2&authkey=Ab86LGoY-9UoSgyRmYKPcm8]]
**''September 22, 2017'' [#u7970dbf]
-Presenter 1: R. Murakami
--[[Youtube Demo:Deep Learning in 11 Lines of MATLAB Code>https://www.youtube.com/watch?v=-ENmRfKWjmo]]
--Slides:[[slide>https://1drv.ms/p/s!AtEWHTZAQkRekkLUJQMbvyt--EFb]]
-Presenter 2: Y. Murakam
--Title:[[Scalable Hardware Architecture for Memristor Based Artificial Neural Network Systems (Cont.)>https://drive.google.com/file/d/0B2HMlO4p7SuwNHF3YWloNVEtNkk/view?//usp=sharing]]
--Slides:
-COLOR(red){''Presenter(s): All members research progress presentations (except the reader of the day)''}
--Slides:[[slide_suzuki>https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=1ead22b87e59644549d2d7a2cabde7d48&authkey=AaQ9cAlIITCpbRfnpKYgBpw]]
**''September 29, 2017'' [#f58e03dd]
-Presenter(s): Vu
--Title: [[A Multicast Routing Scheme for a Universal Spiking Neural Network Architecture>https://drive.google.com/file/d/0B2HMlO4p7SuwaUFZeEpPTThWRU0/view?usp=sharing]]
-Related Ref.
--[[On Generating Multicast Routes for SpiNNaker>https://drive.google.com/file/d/0B2HMlO4p7SuwZVBUemlCcjFEMjg/view?usp=sharing]]
--[[more on AER>https://inilabs.com/support/hardware/aer/]]
%%[[Design of silicon brains in the nano-CMOS era: Spiking neurons,learning synapses and neural architecture optimization]]%%
--Slides: &ref(Multicast_SpiNNaker.pdf,,Vu_09292017.pdf);
**''%%Oct 13, 2017%%'' [#e224b40f]
-Presenter(s): Suzuki --> Travel to Tokyo
--Title:
https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=07d480abcc80c4df1a82fd0e0f847c589&authkey=ASgjeJ3IdsvP63VlanMICGc
-COLOR(red){''Presenter(s): All members research progress presentations (except the reader of the day)''}
**''Oct 20, 2017'' [#e224b40f]
-Presenter(s): Suzuki
--Title:
https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=07d480abcc80c4df1a82fd0e0f847c589&authkey=ASgjeJ3IdsvP63VlanMICGc
-COLOR(red){''Presenter(s): All members research progress presentations (except the reader of the day)''}
--Progress report(R.murakami) > [[slide>https://1drv.ms/p/s!AtEWHTZAQkRekxwSvFirWu8henep]]
--Progress report(Y.murakami) >&ref(NASH20171020.pdf,,);
**''Oct 27, 2017'' [#wbb0ab30]
-Presenter(s): Y. Murakami
--Title: [[Thesis.pdf,2014>https://drive.google.com/file/d/0B2HMlO4p7SuwLXJpbXF1ODFNZ1E/view?usp=sharing]]
--Slides:&ref(NASH20171027.pdf,,);
**''Nov 10, 2017'' [#wbb0ab30]
-Presenter(s): Y. Murakami
--Title: [[Thesis.pdf,2014>https://drive.google.com/file/d/0B2HMlO4p7SuwLXJpbXF1ODFNZ1E/view?usp=sharing]]
--Slides:&ref(NASH20171110.pdf,,);
-COLOR(red){''Presenter(s): None}
**''Nov 17, 2017'' [#wbb0ab30]
-Presenter(s): Vu
--Title: [[The improbable but highly appropriate marriage of 3D stacking and neuromorphic accelerators>http://ieeexplore.ieee.org/abstract/document/6972454/]], 2014.
--Slides: &ref(20171117_3DStackingSNN.pdf,,Vu_20171117.pdf);
Notes:
-B4 students should focus on theses writing from now on.
-D2 student is expected to draft papers from now on.
-NASH seminars for 2017 will end on Nov. 17, 2017.
----
*Featured Articles [#v56b2fae]
-[[A reconfigurable and biologically inspired paradigm for computation using network-on-chip and spiking neural networks>https://dl.acm.org/citation.cfm?id=1592866.1592868]], 2009.
-[[Scalable Hierarchical Network-on-Chip Architecture for Spiking Neural Network Hardware Implementations>http://ieeexplore.ieee.org/document/6322959/]], 2013
-- T. Theocharides, G. Link, N. Vijaykrishnan, M. Invin, V. Srikantam, [["A Generic Reconfigurable Neural Network Architecture as a Network on Chip">http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=1362404]], Proc. IEEE Int'l SOC Conf., pp. 191-194, 2004-Sept.
--R. Emery, A. Yakovlev, G. Chester, [["Connection-Centric Network for Spiking Neural Networks">http://ieeexplore.ieee.org/document/5071462/]], Proc. Third ACM/IEEE Int'l Symp. Networks-on-Chip, pp. 144-152, 2009-May.
View Article Full Text: PDF (599KB)
--J. Harkin, F. Morgan, L. McDaid, S. Hall, B. McGinley, S. Cawley, [["A Reconfigurable and Biologically Inspired Paradigm for Computation Using Network-on-Chip and Spiking Neural Networks">https://dl.acm.org/citation.cfm?id=1592866.1592868]], Int'l J. Reconfigurable Computing, vol. 2009, pp. 1-13, 2009.
-- S. Carrillo, J. Harkin, L. McDaid, S. Pande, S. Cawley, B. McGinley, F. Morgan, [["Advancing Interconnect Density for Spiking Neural Network Hardware Implementations Using Traffic-Aware Adaptive Network-on-Chip Routers">https://www.researchgate.net/publication/224913554_Advancing_interconnect_density_for_spiking_neural_network_hardware_implementations_using_traffic-aware_adaptive_network-on-chip_routers]], Neural Networks, vol. 33, pp. 42-57, Sept. 2012.
--[[An Efficient, High-Throughput Adaptive NoC Router for Large Scale Spiking Neural Network Hardware Implementations>https://ai2-s2-pdfs.s3.amazonaws.com/6483/8e37ebaf4c53d35cd623fa765c449f04fd5d.pdf]]
---S. Carrillo, J. Harkin, L. McDaid, S. Pande, S. Cawley, F. Morgan, "Adaptive Routing Strategies for Large Scale Spiking Neural Network Hardware Implementations", Proc. 21th Int'l Conf. Artificial Neural Networks, pp. 77-84, 2011.
---J. Harkin, F. Morgan, L. McDaid, S. Hall, B. McGinley, and S. Cawley,
[["A Reconfigurable and Biologically Inspired Paradigm for Computation Using Network-On-Chip and Spiking Neural Networks,">https://dl.acm.org/citation.cfm?id=1592866.1592868]] International Journal of Reconfigurable Computing, vol. 2009, pp. 1-13.
終了行:
[[NASH]]
CENTER:SIZE(70){COLOR(green){Special/NASH Seminars}}
*2018 [#pa6fda73]
-[[Real-Time Neuromorphic System for Large-Scale Conductance-Based Spiking Neural Networks>https://ieeexplore.ieee.org/document/8341965/]], IEEE Transactions on Cybernetics, Volume: PP, Issue: 99, 2018
--Date: August 7, 2018. [[Oveview of the Basal Ganglia>https://www.youtube.com/watch?v=noBTt1tsAMs]]
*2016 -2017 [#b30a98c1]
CENTER:Schedule: Every Friday, 17:00¬
CENTER:Manager: ''Y. Murakami''
**''May 19, 2017'' [#z6f336f2]
-Presenter(s): cancel
--Title:
--Slides:
**''May 26, 2017'' [#j6f98448]
-Presenter(s): R. Murakami, Y. Murakami
--Title:
--Slides:[[RMurakami_05262017.pptx>https://1drv.ms/p/s!AtEWHTZAQkReilAMNTbL6sUCExl2]], &ref(YMurakami_05262017.pptx,,YMurakami_05262017.pptx);
**''June 09, 2017'' [#dfe3d5a1]
-Presenter(s): Vu [#zea576ec]
--Title:[[A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses>http://journal.frontiersin.org/article/10.3389/fnins.2015.00141/full]]
--Slides:&ref(Vu_06092017.pptx,,Vu_06092017.ppt);
**''June 16, 2017'' [#q600ce35]
-Presenter(s): Vu
--Title:[[A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses (Cont.) >http://journal.frontiersin.org/article/10.3389/fnins.2015.00141/full]]
--Slides:&ref(Vu_06092017.pptx,,Vu_06092017.ppt);
**-''June 23, 2017'' [#l3c2aa5d]
-Presenter(s): Y. Murakami [#h97c3281]
--Title: [[Scalable Hardware Architecture for Memristor Based Artificial Neural Network Systems (Cont.)>https://drive.google.com/file/d/0B2HMlO4p7SuwNHF3YWloNVEtNkk/view?//usp=sharing]]
--Slides:&ref(NASH20170623.pptx,,YMurakami_06232017.pptx);
**''June 30, 2017'' [#n4c50c4d]
-Presenter(s):Suzuki
--Title: [[Chapters 1,2,3>https://drive.google.com/file/d/0B2HMlO4p7SuwZTJYdEF3SlJOT1E/view?usp=sharing]]
--Slides: [[slides>https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=07d480abcc80c4df1a82fd0e0f847c589&authkey=ASgjeJ3IdsvP63VlanMICGc]]
**''%%July 7, 2017%% -COLOR(red){postponed}'' [#lc477cea]
-Presenter(s): R. Murakami
--Title: [[Cat Face Recognition with CNN>https://drive.google.com/file/d/0B2HMlO4p7SuwUkdoX1pBTWt2NXM/view?usp=sharing]]
--Slides: [[RMurakami_07072017.pptx]]
**''July 14, 2017'' [#lc477cea]
-Presenter(s): R. Murakami
--Title: [[Cat Face Recognition with CNN>https://drive.google.com/file/d/0B2HMlO4p7SuwUkdoX1pBTWt2NXM/view?usp=sharing]]
--Datasets: [[link>http://www.robots.ox.ac.uk/~vgg/data/pets/]]
--Slides: [[slide>https://1drv.ms/p/s!AtEWHTZAQkRei28_xdAxSxQT4izY]]
-COLOR(red){''Presenter(s): All members research progress presentations (except the reader of the day)''}
-[[slide_suzuki>https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=0c5eb1520c36643fb8de7eae119e88136&authkey=ARXL0-dsVWDzpI3wJHBzk2U]]
**''July 21, 2017'' [#f58e03dd]
-Presenter(s): Vu
--Title: [[A Study on Hardware Design for High-Performance Artificial Neural Network by using FPGA and NoC>https://drive.google.com/file/d/0B2HMlO4p7SuwWkJiWlYxYmdVbVE/view?usp=sharing]]
--Slides: &ref(20170721_FPGA_ANN.pdf,,Vu_07212017.pdf);
**''July 28, 2017 18:10~'' [#f58e03dd]
-Presenter(s): Vu (Cont.)
--Title: [[A Study on Hardware Design for High-Performance Artificial Neural Network by using FPGA and NoC>https://drive.google.com/file/d/0B2HMlO4p7SuwWkJiWlYxYmdVbVE/view?usp=sharing]]
--Slides: &ref(20170721_FPGA_ANN.pdf,,Vu_07212017.pdf);
-Slides: [[slide_suzuki>https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=1f528143d72d147399293e393dffaba9c&authkey=AZJ5iG5GzSB5j88onjto774]]
**''%%August 4, 2017%% - COLOR(red){presentation cancelled}'' [#e224b40f]
-Presenter(s): Suzuki
--Title:[[Chapters 4,5,6>https://drive.google.com/file/d/0B2HMlO4p7SuwZTJYdEF3SlJOT1E/view?usp=sharing]]
--Slides:[[slide_suzuki>https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=16dd48bf4dbb44f23a8106456b1d390a5&authkey=AdftxRO04rOqdDTbkZUtet8]]
-COLOR(red){''Presenter(s): All members research progress presentations (except the reader of the day)''}
**''September 8, 2017''[#wbb0ab30]
-Presenter 1: Y. Murakam
--Title:[[Scalable Hardware Architecture for Memristor Based Artificial Neural Network Systems (Cont.)>https://drive.google.com/file/d/0B2HMlO4p7SuwNHF3YWloNVEtNkk/view?//usp=sharing]]
--Slides:&ref(NASH20170908.pdf,,);
-Presenter 2: Suzuki
--Title:[[Chapters 4,5,6>https://drive.google.com/file/d/0B2HMlO4p7SuwZTJYdEF3SlJOT1E/view?usp=sharing]]
--Slides:[[slide_suzuki>https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=14d8b7ec58e154b48b1eb4c50d00dde72&authkey=AYxCMQWzsTq4EbR4iKqmIQM]]
**''%%September, 15, 2017%% - COLOR(red){presentation postponed}'' [#u7970dbf]
-Presenter 1: R. Murakami
--[[Youtube Demo:Deep Learning in 11 Lines of MATLAB Code>https://www.youtube.com/watch?v=-ENmRfKWjmo]]
--Slides:
-Presenter 2: Y. Murakam
--Title:[[Scalable Hardware Architecture for Memristor Based Artificial Neural Network Systems (Cont.)>https://drive.google.com/file/d/0B2HMlO4p7SuwNHF3YWloNVEtNkk/view?//usp=sharing]]
--Slides:
-COLOR(red){''Presenter(s): All members research progress presentations (except the reader of the day)''}
--Slides:[[slide_suzuki>https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=13a65c3a915b445dc8e8ead66b3aee7c2&authkey=Ab86LGoY-9UoSgyRmYKPcm8]]
**''September 22, 2017'' [#u7970dbf]
-Presenter 1: R. Murakami
--[[Youtube Demo:Deep Learning in 11 Lines of MATLAB Code>https://www.youtube.com/watch?v=-ENmRfKWjmo]]
--Slides:[[slide>https://1drv.ms/p/s!AtEWHTZAQkRekkLUJQMbvyt--EFb]]
-Presenter 2: Y. Murakam
--Title:[[Scalable Hardware Architecture for Memristor Based Artificial Neural Network Systems (Cont.)>https://drive.google.com/file/d/0B2HMlO4p7SuwNHF3YWloNVEtNkk/view?//usp=sharing]]
--Slides:
-COLOR(red){''Presenter(s): All members research progress presentations (except the reader of the day)''}
--Slides:[[slide_suzuki>https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=1ead22b87e59644549d2d7a2cabde7d48&authkey=AaQ9cAlIITCpbRfnpKYgBpw]]
**''September 29, 2017'' [#f58e03dd]
-Presenter(s): Vu
--Title: [[A Multicast Routing Scheme for a Universal Spiking Neural Network Architecture>https://drive.google.com/file/d/0B2HMlO4p7SuwaUFZeEpPTThWRU0/view?usp=sharing]]
-Related Ref.
--[[On Generating Multicast Routes for SpiNNaker>https://drive.google.com/file/d/0B2HMlO4p7SuwZVBUemlCcjFEMjg/view?usp=sharing]]
--[[more on AER>https://inilabs.com/support/hardware/aer/]]
%%[[Design of silicon brains in the nano-CMOS era: Spiking neurons,learning synapses and neural architecture optimization]]%%
--Slides: &ref(Multicast_SpiNNaker.pdf,,Vu_09292017.pdf);
**''%%Oct 13, 2017%%'' [#e224b40f]
-Presenter(s): Suzuki --> Travel to Tokyo
--Title:
https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=07d480abcc80c4df1a82fd0e0f847c589&authkey=ASgjeJ3IdsvP63VlanMICGc
-COLOR(red){''Presenter(s): All members research progress presentations (except the reader of the day)''}
**''Oct 20, 2017'' [#e224b40f]
-Presenter(s): Suzuki
--Title:
https://uaizuacjp-my.sharepoint.com/personal/s1220215_o365_u-aizu_ac_jp/_layouts/15/guestaccess.aspx?docid=07d480abcc80c4df1a82fd0e0f847c589&authkey=ASgjeJ3IdsvP63VlanMICGc
-COLOR(red){''Presenter(s): All members research progress presentations (except the reader of the day)''}
--Progress report(R.murakami) > [[slide>https://1drv.ms/p/s!AtEWHTZAQkRekxwSvFirWu8henep]]
--Progress report(Y.murakami) >&ref(NASH20171020.pdf,,);
**''Oct 27, 2017'' [#wbb0ab30]
-Presenter(s): Y. Murakami
--Title: [[Thesis.pdf,2014>https://drive.google.com/file/d/0B2HMlO4p7SuwLXJpbXF1ODFNZ1E/view?usp=sharing]]
--Slides:&ref(NASH20171027.pdf,,);
**''Nov 10, 2017'' [#wbb0ab30]
-Presenter(s): Y. Murakami
--Title: [[Thesis.pdf,2014>https://drive.google.com/file/d/0B2HMlO4p7SuwLXJpbXF1ODFNZ1E/view?usp=sharing]]
--Slides:&ref(NASH20171110.pdf,,);
-COLOR(red){''Presenter(s): None}
**''Nov 17, 2017'' [#wbb0ab30]
-Presenter(s): Vu
--Title: [[The improbable but highly appropriate marriage of 3D stacking and neuromorphic accelerators>http://ieeexplore.ieee.org/abstract/document/6972454/]], 2014.
--Slides: &ref(20171117_3DStackingSNN.pdf,,Vu_20171117.pdf);
Notes:
-B4 students should focus on theses writing from now on.
-D2 student is expected to draft papers from now on.
-NASH seminars for 2017 will end on Nov. 17, 2017.
----
*Featured Articles [#v56b2fae]
-[[A reconfigurable and biologically inspired paradigm for computation using network-on-chip and spiking neural networks>https://dl.acm.org/citation.cfm?id=1592866.1592868]], 2009.
-[[Scalable Hierarchical Network-on-Chip Architecture for Spiking Neural Network Hardware Implementations>http://ieeexplore.ieee.org/document/6322959/]], 2013
-- T. Theocharides, G. Link, N. Vijaykrishnan, M. Invin, V. Srikantam, [["A Generic Reconfigurable Neural Network Architecture as a Network on Chip">http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=1362404]], Proc. IEEE Int'l SOC Conf., pp. 191-194, 2004-Sept.
--R. Emery, A. Yakovlev, G. Chester, [["Connection-Centric Network for Spiking Neural Networks">http://ieeexplore.ieee.org/document/5071462/]], Proc. Third ACM/IEEE Int'l Symp. Networks-on-Chip, pp. 144-152, 2009-May.
View Article Full Text: PDF (599KB)
--J. Harkin, F. Morgan, L. McDaid, S. Hall, B. McGinley, S. Cawley, [["A Reconfigurable and Biologically Inspired Paradigm for Computation Using Network-on-Chip and Spiking Neural Networks">https://dl.acm.org/citation.cfm?id=1592866.1592868]], Int'l J. Reconfigurable Computing, vol. 2009, pp. 1-13, 2009.
-- S. Carrillo, J. Harkin, L. McDaid, S. Pande, S. Cawley, B. McGinley, F. Morgan, [["Advancing Interconnect Density for Spiking Neural Network Hardware Implementations Using Traffic-Aware Adaptive Network-on-Chip Routers">https://www.researchgate.net/publication/224913554_Advancing_interconnect_density_for_spiking_neural_network_hardware_implementations_using_traffic-aware_adaptive_network-on-chip_routers]], Neural Networks, vol. 33, pp. 42-57, Sept. 2012.
--[[An Efficient, High-Throughput Adaptive NoC Router for Large Scale Spiking Neural Network Hardware Implementations>https://ai2-s2-pdfs.s3.amazonaws.com/6483/8e37ebaf4c53d35cd623fa765c449f04fd5d.pdf]]
---S. Carrillo, J. Harkin, L. McDaid, S. Pande, S. Cawley, F. Morgan, "Adaptive Routing Strategies for Large Scale Spiking Neural Network Hardware Implementations", Proc. 21th Int'l Conf. Artificial Neural Networks, pp. 77-84, 2011.
---J. Harkin, F. Morgan, L. McDaid, S. Hall, B. McGinley, and S. Cawley,
[["A Reconfigurable and Biologically Inspired Paradigm for Computation Using Network-On-Chip and Spiking Neural Networks,">https://dl.acm.org/citation.cfm?id=1592866.1592868]] International Journal of Reconfigurable Computing, vol. 2009, pp. 1-13.
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