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 Systems03 3D Neuromorphic (Computing) System Design and Applications
Background†
Research schedule†
Step 11: (due date by April 31, 2019)†
- Hardware Implementation and Evaluation of a 16x16 (XB-based) LIF Neurocore for NASH System (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 (due date by April 31, 2019)
Step 12: (due date by TBD)†
- Real brain model: 3DNoC-SNN for a real application, such as robot control, Basal Ganglia, etc.
Achievement†
On-going Conference and Jnl papers†
Conferences†
Journals†
- 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 (7/15/2018, Time: 2:40 PM) (
latexpdf)
- Revised version (12/8/2018, Time: 5:40 PM) (latexpdfpdf)
- 2nd revised version (3/11/2019, Time: 9:30 PM) (latexpdfdocx)
- Comprehensive Analytic Performance Assessment and K-means based Multicast Routing Algorithm and Architecture for 3D-NoC of Spiking Neurons
- Submitted to JETC for publishing (6/27/2019, Time: 2:10 PM) (latexpdf)
- 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 (7/17/2018, Time: 5:10 PM) (latexpdf)
- Revised manuscript submitted to Supercomputing JnL (02/18/2019, Time: 9:15 PM) (latexpdf)
- IEEE Access: Fault-Tolerant + KMCR Multicast Routing Algorithm
- First draft version (12/20/2018, Time: 11:20 AM) (latexpdf)
- Complete draft version (1/10/2019, Time: 20:30 PM) (latexpdf)
- Complete 2nd draft version (1/19/2019, Time: 11:40 AM) (latexpdf)
- Submitted to IEEE Access (1/22/2019, Time: 21:10 PM) (latexpdf)
- 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 (3/9/2019, Time: 15:50 PM) (latexpdf)
- Submitted to IEEE Access (4/15/2019, Time: 16:30 PM) (latexpdf)
- Submitted to IEEE Access (5/13/2019, Time: 16:15 PM) (latexpdf)
- Submitted to IEEE Access for publishing (6/22/2019, Time: 8:15 PM) (latexpdf)
Accepted Conference papers†
- NASH_CNN_camera_final (11/14/2017, Time:9:20 PM) (latexpdf)
- Presentation slide (1/19/2018, Time:2:20 PM) (pptxpdf)
-
- Camera-ready version (12/19/2018, Time:12:10 PM) (latexpdf)
-
- Camera-ready version (1/24/2019, Time:14:30 PM) (latexpdf)
Survey reports†
- 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)
Doctoral Dissertation†
- Dissertation
- Content (3/17/2019, Time:17:50 PM) (pdf)
- Preliminary Dissertation (5/6/2019, Time:10:50 AM) (latexpdf)
- Final Dissertation (6/3/2019, Time:3:50 PM) (latexpdf)
- Slides
- Preliminary Review (4/24/2019, Time:9:00 AM) (latexpdf)
- Final Review (6/19/2019, Time:10:40 AM) (latexpdf)
- Summarized slide (4 slides): (7/1/2019, Time:15:00) (latexpdf)
Doctoral Dissertation Review Procedure (AY2019 Autumn Ref)†
- Submission of dissertation title and list of referees, due date 2/25/2019
- Submission of the documents for the Doctoral Dissertation Preliminary Review, due date 3/25/2019
- Preliminary review, due date 4/22-24/2019
- Submission of the documents for the Doctoral Dissertation Final Review, due date 6/3/2019
- Final Review, due date 6/17-19/2019
- Submission of finalized Dissertations and their abstracts, due date 8/20/2019
- Public Dissertation Presentation, due date 8/23/2019 (tentative)
Bibliography - Fault tolerance in neuromorphic computing systems†
Update History†
- 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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