IEEE Solid-State Circuits Magazine - Fall 2017 - 101

about their resea rch rega rding
machine learning.

Abstract
Deep learning has become popular
for image recognition and, more recently, for other pattern matching
tasks (such as speech processing and
text analysis). Deep learning, however, is associated with significant
computational complexity that, until
recently, made it feasible only on
power-hungry server platforms. We
now see a trend toward the embedded processing of deep-learning networks. After an introduction into
deep learning and its implementation
challenges, this tutorial will provide
an overview of processing architectures to enable efficient network evaluations on embedded platforms. This
discussion is tightly interwoven with
coverage of emerging implementa-

Prof. Marian Verhelst gives a talk on machine learning at CEA.

tion-driven algorithmic innovations
to assist in understanding the impact
of new deep-learning algorithms on
embedded hardware design. The tutorial will give the audience an understanding of the opportunities and

implementation challenges in embedded deep learning and enable them to
comprehend research on deep-learning processors.
-Abira Sengupta

First Annual Advanced CMOS Technology Summer School
a Success in Beijing

T

The first Advanced CMOS Technology Summer School (ACSS) 2017 was
held 23 July-4 August 2017. ACSS
was a joint activity supported by the
IEEE Circuits and Systems Society
(CASS) and the IEEE Solid-State Circuits Society (SSCS). ACSS 2017 was
sponsored by Synopsys China, Beijing IC Park, and the CASS summer

Digital Object Identifier 10.1109/MSSC.2017.2746163
Date of publication: 16 November 2017

school project. The summer school
was attended by leading academic
researchers and industry experts,
who presented lectures on topics covering process technology,
electronic design automation skill,
and design skills. These activities
were great examples of high-level
conti nuing education for junior
engineers, teachers, and students.
ACSS also illustrated the collabor at ion among the Societies, local

Chapter leaders, and industry leaders. This summer school was first
suggested by Dr. Zhihua Wang and
then supported by volunteers from
both SSCS and CASS. Local companies Synopsys China and Beijing
IC Park prov ided financial support. This two-week-long school
was hosted and organized by the
CASS Beijing Chapter, the SSCS Beijing Chapter, and SSCS Tsinghua
Student Chapter. The cochairs of

The summer school attendees; organization committee members including Prof. Zhihua Wang; and several of the invited speakers, Dr. Jan
Van der Spiegel, Dr. Rakesh Kumar, and Dr. Cor Claeys.

IEEE SOLID-STATE CIRCUITS MAGAZINE

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Table of Contents for the Digital Edition of IEEE Solid-State Circuits Magazine - Fall 2017

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