| Malcolm Stagg
A Dynamic Analog Concurrently-Processed Adaptive Chip
| Division: | Health Sciences | | Category: | Senior | | Region: | Calgary Youth | | City: | Calgary, AB | | School: | Alberta Distance Learning Center | | Abstract: | The purpose of this project is to design a neural network chip to improve existing designs, which have poor reconfigurability and learning accuracy. A general-purpose analog design is made for the TSMC 0.35um CMOS process. Enabling multiple learning-algorithms and arbitrary routing, advanced learning-algorithms are implemented. Analog neuron circuit simulations were accurate with 5um matched transistors. Advanced learning algorithms improved density without reducing performance. |
| Awards | Value | The University of Western Ontario Scholarship
Silver Medallist - $1500 Entrance Scholarship
Sponsor: University of Western Ontario | $1 500.00 | The University of Western Ontario Scholarship
Bronze Medallist - $1000 Entrance Scholarship
Sponsor: University of Western Ontario | $1 000.00 | Bronze Medal - Automotive
Senior
Sponsor: AUTO21 | $300.00 | Silver Medal - Engineering
Senior
Sponsor: Youth Science Foundation Canada | $700.00 | | Total | $3 500.00 | |
Print/Download as PDF