Vu Huy The の履歴(No.90) - ASL Wiki

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NASH: Neuro-inspired ArchitectureS in Hardware Project

Architecture and Design of a Fault-tolerant Spiking Neural Network Architecture

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 (Slide of proposed FT-KMCR, (9/21/2018, Time: 16:00 PM) (pptx pdf))
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: (due date by January 31, 2019)†

Hardware Implementation and Evaluation of a 16x16 (XB-based) LIF Neurocore for NASH System

Step 12: (due date by TBD)†

Real brain model: 3DNoC-SNN for a real application, such as robot control, Basal Ganglia, etc.
- Comparison with the work that simulated the Ganglia Emulation on six Altera Stratix III FPGA
- Completion due date: TBD

Achievement†

On-going Conference and Jnl papers†

Conferences†

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) deadline 12/31/2018
- Submitted to ICoAS2019 (12/28/2018, Time: 17:30 PM) (latex pdf)

Journals†

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)
- Revised version (12/8/2018, Time: 5:40 PM) (latex pdf 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)

IEEE Access: Fault-Tolerant + KMCR Multicast Routing Algorithm
- First draft version (12/20/2018, Time: 11:20 AM) (latex pdf)
- Complete draft version (1/10/2019, Time: 20:30 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)

- Camera-ready version (12/19/2018, Time:12:10 PM) (latex 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.