Vu Huy The の履歴(No.74) - ASL Wiki

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NASH: Neuro-inspired ArchitectureS in Hardware Project

Spiking Neuro-inspired system with fault-tolerant scalable packet-switched on-chip network

Background and Research Goal†

Background, Research Goal, Achievement, etc.

Research schedule†

October 1st 2016 to current date †

Step 10 (due date 5pm July 31, 2018)†

Survey FT SNN
Develop multicast faul-torance
PORT all previously developed fault-tolerant hardware machanisms to the 3DNoC-SNN
Consider submission of this result to IEEE transaction (due date by Aug 31, 2018)

Step 11:†

Real brain model: 3DNoC-SNN for Basal Ganglia Emulation [#nf98f4ab]
- Comparison with the work that simulated the Ganglia Emulation on six Altera Stratix III FPGA
- Completion due date: October 15, 2018

Step 12†

Learning algorithm
- Survey NoC-based STDP (due date Oct. 30, 2018 => Make presentation, Time: 17:00-).
- Evaluation STDP (COLOR(red)
- Submission of learning and FT multicast to Jnl Nov 15, 2018

Achievement†

On-going Conference and Jnl papers†

Journal article title:Comprehensive Analytic Performance Assessment and Low-latency Algorithm for Spike Traffic Routing in 3D-NoC of Spiking Neurons (3DNoC-SNN)
- Submitted to ACM JETC version (7/15/2018, Time: 2:40 PM) (latex pdf)

Journal article title:A Comprehensive Analytic Performance Assessment and High-throughput Low-latency Spike Routing Algorithm for Spiking Neural Network Systems
- Submitted to Supercomputing JnL (7/17/2018, Time: 5:10 PM) (latex pdf)

Conference article title:An Efficient K-mean based Partitioning Algorithm for Multicast Spike Routing in Spiking Neural Network Systems (SNNs)
- Submited to ICPADS2018 (7/20/2018, Time: 15:50 PM) (latex pdf)

Accepted Conference papers†

NASH_CNN_camera_final (11/14/2017, Time:9:20 PM) (latex pdf)

Presentation slide (1/19/2018, Time:2:20 PM) (pptx pdf)

Survey reports†

A Survey of Neuro-inspired Computing Systems (01/16/2017, Time:12:25 PM)(latex)

A Comparison between OASIS NoC and Conventional Wormhole NoC systems (12/8/2016, Time:14:08 PM ) (latex)

OASIS NoC Survey (11/29/2016, Time:15:55 PM) (latex)

NASH poster v1.0 (6/22/2017, Time:7:00 PM) (pptx,pdf)

NASH poster v2.0 (10/10/2017, Time:11:15 AM) (pptx,pdf)

CNNtoSNN survey (7/3/2017, Time:2:00 PM) (pdf)

Abstract of Research Progress (11/27/2017, Time:2:15 PM) (pdf)

FPGA price (5/25/2017, Time:10:30 AM) (xlsx)

Special NASH seminars †

Update History†

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.