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Emerging Hardware Techniques and EDA Methodologies for Neuromorphic Computing (Dagstuhl Seminar 19152)

Authors: Krishnendu Chakrabarty, Tsung-Yi Ho, Hai Li, and Ulf Schlichtmann

Published in: Dagstuhl Reports, Volume 9, Issue 4 (2019)

Abstract

This report documents the program and the outcomes of Dagstuhl Seminar 19152 "Emerging Hardware Techniques and EDA Methodologies for Neuromorphic Computing," which was held during April 7–10, 2019 in Schloss Dagstuhl - Leibniz Center for Informatics. Though interdisciplinary considerations of issues from computer science in the domain of machine learning and large scale computing have already successfully been covered in a series of Dagstuhl seminars, this was the first time that Neuromorphic Computing was brought out as the focus. During the seminar, many of the participants presented their current research on the traditional and emerging hardware techniques, design methodologies, electronic design automation techniques, and application of neuromorphic computing, including ongoing work and open problems. This report documents the abstracts or extended abstracts of the talks presented during the seminar, as well as summaries of the discussion sessions.

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Krishnendu Chakrabarty, Tsung-Yi Ho, Hai Li, and Ulf Schlichtmann. Emerging Hardware Techniques and EDA Methodologies for Neuromorphic Computing (Dagstuhl Seminar 19152). In Dagstuhl Reports, Volume 9, Issue 4, pp. 43-58, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2019)

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@Article{chakrabarty_et_al:DagRep.9.4.43,
  author =	{Chakrabarty, Krishnendu and Ho, Tsung-Yi and Li, Hai and Schlichtmann, Ulf},
  title =	{{Emerging Hardware Techniques and EDA Methodologies for Neuromorphic Computing (Dagstuhl Seminar 19152)}},
  pages =	{43--58},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2019},
  volume =	{9},
  number =	{4},
  editor =	{Chakrabarty, Krishnendu and Ho, Tsung-Yi and Li, Hai and Schlichtmann, Ulf},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.9.4.43},
  URN =		{urn:nbn:de:0030-drops-113034},
  doi =		{10.4230/DagRep.9.4.43},
  annote =	{Keywords: Neuromorphic computing; nanotechnology; hardware design; electronic design automation; reliability and robustness}
}

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DOI: 10.4230/DagRep.5.8.34

Design of Microfluidic Biochips (Dagstuhl Seminar 15352)

Authors: Krishnendu Chakrabarty, Tsung-Yi Ho, and Robert Wille

Published in: Dagstuhl Reports, Volume 5, Issue 8 (2016)

Abstract

Advances in microfluidic technologies have led to the emergence of biochip devices for automating laboratory procedures in biochemistry and molecular biology. Corresponding systems are revolutionizing a diverse range of applications, e.g.~air quality studies, point-of-care clinical diagnostics, drug discovery, and DNA sequencing -- with an increasing market. However, this continued growth depends on advances in chip integration and design-automation tools. Thus, there is a need to deliver the same level of Computer-Aided Design (CAD) support to the biochip designer that the semiconductor industry now takes for granted. The goal of the seminar was to bring together experts in order to present and to develop new ideas and concepts for design automation algorithms and tools for microfluidic biochips. This report documents the program and the outcomes of this endeavor.

Cite as

Krishnendu Chakrabarty, Tsung-Yi Ho, and Robert Wille. Design of Microfluidic Biochips (Dagstuhl Seminar 15352). In Dagstuhl Reports, Volume 5, Issue 8, pp. 34-53, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2016)

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@Article{chakrabarty_et_al:DagRep.5.8.34,
  author =	{Chakrabarty, Krishnendu and Ho, Tsung-Yi and Wille, Robert},
  title =	{{Design of Microfluidic Biochips (Dagstuhl Seminar 15352)}},
  pages =	{34--53},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2016},
  volume =	{5},
  number =	{8},
  editor =	{Chakrabarty, Krishnendu and Ho, Tsung-Yi and Wille, Robert},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.5.8.34},
  URN =		{urn:nbn:de:0030-drops-56776},
  doi =		{10.4230/DagRep.5.8.34},
  annote =	{Keywords: cyber-physical integration, microfluidic biochip, computer aided design, hardware and software co-design, test, verification}
}

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Documents authored by Chakrabarty, Krishnendu

Emerging Hardware Techniques and EDA Methodologies for Neuromorphic Computing (Dagstuhl Seminar 19152)

Abstract

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Design of Microfluidic Biochips (Dagstuhl Seminar 15352)

Abstract

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