Vu Huy The の履歴(No.27)

NASH: Neuro-inspired ArchitectureS in Hardware Project

ASL Wiki

Ultra-low Power Spike-based Deep Neural Network System with Scalable Packet-Switched Network

Background, Research Goal, Achievemen, CFPt †

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Research schedule†

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Step 6†

Step 6.1: LIF spiking neuron model, Proposal of a light-weight spiking learning algorithm for NASH [Due date: June 12, 2017]

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RPS†

3/14/2017: Overall System Architecture
3/31/2017: System Architecture

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Special RPR (S-RPR)†

~~S-RPR Style: Please read and make a presentation on a day between the 1st-day and last-day of each month until July 2017. Please arrange the schedule and let me know by the second week of each month.~~

April 28, 2017
- FPGA BASED MULTI-CORE ARCHITECTURES FOR DEEP LEARNING NETWORKS, MS thesis, 2015.
  - 4/29/2017:Presentation pptx

May 31, 2017

Spiking Deep Convolutional Neural Networks for Energy-Efficient Object Recognition

5/24/2017:Presentation pptx

June 30, 2017

A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses, 2015.
- presentation.ppt
- (Based on this work: Brader,J.,Senn,W.,andFusi,S.(2007). Learning Real-World Stimuli in a Neural Network with Spike-Driven Synaptic Dynamics 19,2881–2912.doi:10.1162/neco.2007.19.11.2881)

July 31. 2017
- A Study on Hardware Design for High-Performance Artificial Neural Network by using FPGA and NoC, PhD. Thesis, 2011
  - presentation.ppt

August 31, 2017

Master Thesis "ZynqNet: An FPGA-Accelerated Embedded Convolutional Neural Network, MS thesis, 2016.
Source code
- presentation.ppt

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Achievement†

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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)

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On-going Conference and Jnl papers†

Paper of NASH-CNN (5/22/2017, Time:7:25 PM) (latex pdf)

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References†

ACM Journal on Emerging Technologies in Computing Systems (JETC) - Special Issue on Hardware and Algorithms for Learning On-a-chip and Special Issue on Alternative Computing Systems Volume 13 Issue 3, May 2017

FPGA price(xlsx)

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Vu Huy The の履歴(No.27)

Background, Research Goal, Achievemen, CFPt †

Research schedule†

Oct. to May 2017 †

Step 6†

RPS†

Special RPR (S-RPR)†

Achievement†

Survey reports†

On-going Conference and Jnl papers†

References†

Site Updates Record†

Vu Huy The の履歴(No.27)

Background, Research Goal, Achievemen, CFPt†

Research schedule†

Oct. to May 2017†

Step 6†

RPS†

Special RPR (S-RPR)†

Achievement†

Survey reports†

On-going Conference and Jnl papers†

References†

Site Updates Record†

Background, Research Goal, Achievemen, CFPt †

Oct. to May 2017 †