2019 International Conference On Computer Aided Design

The Premier Conference Devoted to Technical Innovations in Electronic Design Automation

November 4-7, 2019The Westin Westminster Westminster, CO

v class="event-details"> MP Associates, Inc.

WEDNESDAY November 07, 1:15pm - 3:15pm | Riveria
EVENT TYPE: REGULAR SESSION

SESSION 9C
Advances in Neural Networks and Microfluidics
Moderators:
Francesco Regazzoni - Univ. of Lugano
Ilia Polian - Univ. Stuttgart
Biology and biologically-inspired computing models are at the forefront of today and tomorrow's economy. The first two papers in this session explore the hardware implementations of neural network models targeting applications ranging from prosthetics to speech recognition and computer vision. The third paper explores binarization as a way to reduce the cost and complexity of convolutional neural networks implemented in hardware. The last paper reports on a technique to reduce the number of valves required to control programmable microfluidic biochips, which will miniaturize and automate biochemical reactions for applications such as next-generation diagnostic tests.

9C.1Design and Optimization of Edge Computing Distributed Neural Processor for Biomedical Rehabilitation with Sensor Fusion
 Speaker: Kofi Otseidu - Northwestern Univ.
 Authors: Kofi Otseidu - Northwestern Univ.
Tianyu Jia - Northwestern Univ.
Joshua Byrne - Northwestern Univ.
Levi Hargrove - AbilityLab
Jie Gu - Northwestern Univ.
9C.2Area-Efficient and Low-Power Face-to-Face-Bonded 3D Liquid State Machine Design
 Speaker: Bon Woong Ku - Georgia Institute of Technology
 Authors: Bon Woong Ku - Georgia Institute of Technology
Yu Liu - Texas A&M Univ.
Yingyezhe Jin - Texas A&M Univ.
Peng Li - Texas A&M Univ.
Sung Kyu Lim - Georgia Institute of Technology
9C.3DIMA: A Depthwise CNN In-Memory Accelerator
 Speaker: Deliang Fan - Univ. of Central Florida
 Authors: Shaahin Angizi - Univ. of Central Florida
Zhezhi He - Univ. of Central Florida
Deliang Fan - Univ. of Central Florida
9C.4Multi-Channel and Fault-Tolerant Control Multiplexing for Flow-Based Microfluidic Biochips
 Speaker: Ying Zhu - Technical Univ. of Munich, Nanyang Technological Univ.
 Authors: Ying Zhu - Technical Univ. of Munich, Nanyang Technological Univ.
Bing Li - Technical Univ. of Munich, Nanyang Technological Univ.
Tsung-Yi Ho - National Tsing Hua Univ.
Qin Wang - Tsinghua Univ.
Hailong Yao - Tsinghua Univ.
Robert Wille - Johannes Kepler Univ. Linz
Ulf Schlichtmann - Technical Univ. of Munich, Nanyang Technological Univ.