United States

In this poster presentation, we present our CAREER project on using 3D integration technology to create a neuromorphic system that is compatible with current technology while providing high system speed, high density, massively parallel processing, low power consumption, and small design area. We plan to develop a comprehensive research program to address the fundamental scientific issues and advanced design challenges involved in building a brain-like computing system using 3D ICs. If successful, the resulting technology could fuel potentially disruptive capabilities in real-time data analysis, time-series predictions, environmental perception for autonomous operations, and dynamic control systems. This technology could also improve the performance of current and future systems by significantly decreasing power, size, and weight budgets, and by enabling embedded and retrofit applications on legacy, mobile, and remote platforms.

https://underline.io/speakers/59612-cindy-yang-yi

NSF Workshop on Micro/Nano Circuits and Systems Design

Enabling Brain-like Computing through 3D Neuromorphic Circuits and Systems

poster

 Electronic design and design automation (EDA) is a key enabling technology in the advancement of information processing that we are enjoying today. EDA has provided fundamental design principles and tools empowering the exponential growth of the number of transistors on an integrated circuit chip over the past 50 years. Without EDA, it would not have been possible for billion-transistor chips to be a reality! 

After five decades of growth, the field of EDA now faces some unique challenges. On one hand, we are approaching the physical limit of transistor scaling, and the golden days of exponential growth in transistor density are over. The exorbitant cost of integrated circuit fabrication and the excessive complexity of EDA tools make it difficult to bring design automation innovations to practice. On the other hand, the recent rise of machine learning and artificial intelligence applications and emerging architectures and technologies calls for more customized solutions to designing electronic systems. 

## **Objectives of the Workshop:**

This workshop, funded by the National Science Foundation (NSF), will assemble a diverse group of leading researchers from both academia and industry to identify future research directions in design and design automation of electronic systems and architectures in response to the challenges and opportunities. It will feature plenary talks and panels as well as roundtable discussions. Collectively, the workshop attendees will explore answers to overarching questions such as 

•	what are the high-risk and high-return research topics, 

•	what other fields adjacent to EDA research should be aggressively pursued for highly interdisciplinary collaboration, and

•	where the research funding should come from and how it should be distributed to encourage more transformative research. 

The workshop will also include a satellite event with a roundtable panel discussion on strategies to improve foundry access to US-based EDA researchers. A final report, based on the deliberations of the workshop, will be produced to the government recommending future research directions.


Introduction - NSF Representatives

EDA tools and methodologies

Foundational technologies

We present the Chipyard framework, an integrated SoC design, simulation, and implementation framework for specialized compute systems.  Chipyard includes configurable, composable, open-source and generator-based IP blocks that can be used across multiple stages of of the hardware and software development flows, while maintaining design intent and integration consistency.  Through cloud-hosted FPGA-accelerated simulation and rapid ASIC implementation, Chipyard enables continuous validation of physically realizable customized systems.  SoC instances produced from Chipyard have been silicon-verified in TSMC 16nm and Intel 22nm technologies.

https://underline.io/speakers/59613-borivoje-nikolic

Chipyard: Integrated Design, Simulation and Implementation Environment for Custom SoCs

Day 1 closing remarks from Sankar Basu

AI/ML and other hardware design

AI/ML/Brain-inspired hardware design

New application domains

technical paper

https://d3smihljt9218e.cloudfront.net/transcript/6661/subtitle/b7dab3fe27990ca376a8ab97aa547929.vtt

English (automatic)

Enabling Brain-like Computing through 3D Neuromorphic Circuits and Systems

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Introduction - NSF Representatives

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