Vu Huy The の履歴(No.29) - ASL Wiki

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NASH: Neuro-inspired ArchitectureS in Hardware Project

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

Background, Research Goal, Achievement, etc.

Research schedule†

Oct. to May 2017 †

Step 6†

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

Seminars†

Special NASH seminars †

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

May 2017

Spiking Deep Convolutional Neural Networks for Energy-Efficient Object Recognition

5/24/2017:Presentation pptx

June 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

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

August 2017

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

Achievement†

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)

FPGA price(xlsx)

On-going Conference and Jnl papers†

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

Update Record†

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.