Helping Spiking Neural Networks Can Learn to Learn
EE Times Current16 Helmi 2024

Helping Spiking Neural Networks Can Learn to Learn

In this episode, Professor Emre Neftci, director of the Neuromorphic Software Ecosystems group at the Peter Grünberg Institute, talks to Brains and Machines host, Dr. Sunny Bains. He and his PGI colleagues, part of the Jülich Research Centre in Germany, think about how neurons can be trained and organized to learn in an efficient and brain-inspired way. You'll hear about his work in making backpropagation compatible with spiking neural networks, dealing with device variability, and one- and few-shot learning.

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Calibre Directions in Artificial Intelligence

Calibre Directions in Artificial Intelligence

In this episode, we’ll explore Siemens EDA’s innovative approach to AI and dive into Calibre-specific topics. We’ll discuss when to use Calibre, when it might not be the best fit, and how to leverage ...

22 Loka 202521min

A Theoretical Framework for Neuromorphic Technology?

A Theoretical Framework for Neuromorphic Technology?

Brad Aimone from Sandia National Labs works with the world’s biggest neuromorphic platforms. In this episode of Brains and Machines, he talks to Sunny Bains of University College London about how this...

3 Loka 202555min

Accelerating Complex Analog IC Design: The Power of Early Reliability Verification

Accelerating Complex Analog IC Design: The Power of Early Reliability Verification

Today we’re talking about something that’s top-of-mind for a lot of you: closing the reliability gaps in increasingly complex analog and mixed-signal IC designs—and doing it earlier, faster, and more ...

28 Heinä 202518min

Can Neuromorphic Be Low-Power, Reconfigurable, and Scalable?

Can Neuromorphic Be Low-Power, Reconfigurable, and Scalable?

Professor Gert Cauwenberghs has been working toward building brain-scale systems for decades. At the University of California San Diego, he’s now one of the leaders of the Neuromorphic Commons hub, al...

14 Heinä 202550min

Event-Driven E-Skins Protect Both Robots and Humans

Event-Driven E-Skins Protect Both Robots and Humans

Professor Gordon Cheng builds humanoid robots that can feel their environment using artificial skin. In this episode of Brains and Machines, he talks to Dr. Sunny Bains of University College London ab...

8 Heinä 202547min

Event-Driven E-Skins Protect Both Robots and Humans

Event-Driven E-Skins Protect Both Robots and Humans

Professor Gordon Cheng builds humanoid robots that can feel their environment using artificial skin. In this episode of Brains and Machines, he talks to Dr. Sunny Bains of University College London ab...

8 Heinä 202547min

Digital Prototypes May Enable Analog Neuromorphic Chips

Digital Prototypes May Enable Analog Neuromorphic Chips

Dr. Charlotte Frenkel from the Technical University of Delft set records with a low-power neuromorphic chip she designed as part of her Ph.D. In this episode of Brains and Machines, she talks to Dr. S...

6 Kesä 202552min

The State of Multi-Die Testing: Essential Insights for Designers

The State of Multi-Die Testing: Essential Insights for Designers

The semiconductor industry is undergoing a shift with the rapid adoption of multi-die design, driven by the promise of improved power, performance, and area (PPA). But with innovation comes complexity...

30 Touko 202526min

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