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A Theoretical Framework for Neuromorphic Technology? 03.10.2025 55:28
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 allows him to think deeply about what they’re good for. Discussion follows with Giulia D’Angelo from the Czech Technical University in Prague and Professor Ralph Etienne-Cummings of Johns Hopkins Un...
Neurons Close the Loop from Insect Perception to Action 09.09.2025
Professor Barbara Webb from the University of Edinburgh in Scotland uses physical robots to validate neural mechanisms in crickets, ants, and bees. In this episode of Brains and Machines , she talks to Dr. Sunny Bains of University College London about her work. Discussion follows with Dr. Giulia D’Angelo from the Czech Technical University in Prague and Professor Ralph Etienne-Cummings of Johns...
Accelerating Complex Analog IC Design: The Power of Early Reliability Verification 28.07.2025 18:46
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 systematically. As designs become more heterogeneous and integration of IP blocks more intricate, traditional simulation and ERC tools often aren’t enough. They’re reactive by nature, catching issues...
Can Neuromorphic Be Low-Power, Reconfigurable, and Scalable? 14.07.2025 50:31
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, also known as Thor, which will give the wider community access to neuromorphic hardware and simulators. In this episode of Brains and Machines , he talks to Dr. Sunny Bains of University College London...
Event-Driven E-Skins Protect Both Robots and Humans 08.07.2025 47:38
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 about how the skin was designed, how it improves safety and why neuromorphic engineering will be important for machine autonomy. Discussion follows with Dr. Giulia D’Angelo from the Czech Technical Uni...
Event-Driven E-Skins Protect Both Robots and Humans 08.07.2025 47:38
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 about how the skin was designed, how it improves safety, and why neuromorphic engineering will be important for machine autonomy. Discussion follows with Dr. Giulia D’Angelo from the Czech Technical Un...
Digital Prototypes May Enable Analog Neuromorphic Chips 06.06.2025 52:44
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. Sunny Bains of University College London about what she has learned about building simplicity into chips and integrity into benchmarks. Discussion follows with Dr. Giulia D’Angelo from the Czech Tech...
The State of Multi-Die Testing: Essential Insights for Designers 30.05.2025 26:05
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, and one of the biggest challenges is ensuring silicon reliability and health through effective multi-die testing. In this episode, we dive deep into the world of multi-die design for test: what it m...
IBM Used Mathematics as Compass on Journey to NorthPole 02.05.2025 49:59
Dharmendra Modha ’s TrueNorth chip added the word neuromorphic to the technorati lexicon back in 2014. In this episode of Brains and Machines , he talks to Sunny Bains of University College London about how that project led to his work on NorthPole and the axiomatic approach he took to design.
Rippling Signals May Provide Working Memory in the Brain 04.04.2025 51:14
In this episode of Brains and Machines , Dr. Terry Sejnowski talks to Dr. Sunny Bains of the University College London about how information flows both ways between neuroscience and engineered intelligence, proposes a new way of looking at memory and considers the Hopfield-Hinton Nobel Prize.
Making Analog Chip Designs Without Analog Designers 07.03.2025 48:21
Dr. Jennifer Hasler of Georgia Tech is best known for her work with field programmable analog arrays (FPAAs). In this episode of Brains and Machines , she talks about the importance of, and progress in, analog electronics for AI with Dr. Sunny Bains of the University College London. Discussion follows with Dr . Giulia D’Angelo from the Czech Technical University in Prague and Professor Ralph Etien...
BrainChip’s IP for Targeting AI Applications at the Edge 07.02.2025 47:02
Dr. Tony Lewis, CTO of BrainChip, and four other key scientists talk to Dr. Sunny Bains of University College London. They discuss their business strategy, their temporal event-based neural network (TENN) and the next iteration of the Akida chip. Discussion follows with Dr. Giulia D’Angelo from the Czech Technical University in Prague and Prof. Ralph Etienne-Cummings of Johns Hopkins University.
Robots Need Physical, Not Just Artificial, Intelligence 03.01.2025 48:36
In this episode of Brains and Machines, emeritus Prof. Rodney Brooks of Massachusetts Institute of Technology, currently CTO of Robust AI, talks about bottom-up and top-down approaches to robotics and AI with Dr. Sunny Bains of University College London. Discussion follows with Dr. Giulia D’Angelo from the Czech Technical University in Prague and Prof Ralph Etienne-Cummings of Johns Hopkins Univer...
A Shift Left Strategy Addresses IC Design Challenges Through Design-Stage Verification 13.12.2024 27:42
Many IC design teams struggle with tight deadlines and limited resources. The industry is constantly searching for new ways to improve efficiency without compromising design quality. While they might find tools that run incrementally faster, the real gains come from adjustments to the design flow – including what we call ‘shift-left’ strategies that pull signoff-quality verification into the desig...
Embracing the Efficiency of the Neuromorphic Hairball 06.12.2024 47:50
Dr. Katie Schuman of the University of Tennessee explains the advantages of evolutionary approaches in neural processing to Dr. Sunny Bains of University College London. Discussion follows with Dr. Giulia D’Angelo from the Czech Technical University in Prague and Professor Ralph Etienne-Cummings of Johns Hopkins University.
Chip Combines Analog and Digital Neurons for Sensor Data 08.11.2024 48:44
Dr. Sunny Bains talks to four key figures at Innatera , a spin out from the University of Delft in the Netherlands. They are hoping that their latest spiking neural network chip will become AI of choice for people working on sensor applications. Discussion follows with Dr. Giulia D’Angelo from the Czech Technical University in Prague and Prof. Ralph Etienne-Cummings of Johns Hopkins University.
Get Powered by Renesas: Leading Solutions in Automotive and Industrial Applications 06.11.2024 18:58
Renesas, known for its industry-leading MCU and MPU portfolio, has a comprehensive power management portfolio addressing existing and emerging applications. This compelling interview covers how Renesas is addressing power challenges in the automotive and industrial sectors, including solutions for xEV traction inverters, zonal control, and portable power stations. Renesas’ approach emphasizes comp...
Carver Mead Says Neuromorphic Efficiency Can Help AI 04.10.2024 1:05:53
UCL’s Dr. Sunny Bains talks parallelism, neural net efficiency and risk taking with Caltech’s Prof. Carver Mead . Now an emeritus professor, Mead has been instrumental in the development of chip design, and was one of the first employees of Noyce and Moore, which later became Intel. He’s also one of the founders of the field of neuromorphic engineering. Discussion follows with Dr Giulia D’Angelo f...
How AI is Changing Every Aspect of EDA 26.09.2024 31:17
There is a lot of hype in the industry around AI, but behind the hype there is the reality. That reality is that AI really is impacting virtually every aspect of semiconductor design. However, its not as simple as taking general purpose AI solutions and hoping they work for EDA, the risks are too high and when dealing with parts per billion (or trillion) in acceptable errors, hallucinations are no...
Leveraging Safety Processor Expertise to Develop RISC-V Based Automotive Implementations 23.07.2024 13:02
The podcast interview explores the role of RISC-V in the automotive sector. It begins with a brief introduction to RISC-V, explaining it as an open standard instruction set architecture (ISA). The discussion then shifts to current automotive trends from a processing perspective, highlighting advancements and the increasing importance of robust, high-performance computing.
Next-Gen Neuromorphic Researchers Look to Future 31.05.2024 52:53
In this special episode of the Brains and Machines podcast, Dr. Sunny Bains and Dr. Giulia D’Angelo talk to four early career researchers: Dr. Kenneth Stewart, a computer scientist at the U.S. Naval Research Laboratory in Washington DC; Dr. Laura Kriener, a postdoctoral researcher at The University of Bern in Switzerland; Jens Pedersen, a Ph. D. student at The Royal Institute of Technology (KTH) i...
Preparing for CRA and Open-Source Silicon Security 23.05.2024 33:12
In this podcast, we talk focus on security, talking to Infineon Technologies about the Cyber Resilience Act (CRA) and its implications for the entire supply chain, plus a chat with zeroRISC about the role of open-source silicon security in embedded systems and IoT.
SynSense Research Head Talks Combined Sensing, Processing 17.05.2024 46:16
In this episode, Dr. Sunny Bains talks to Dr. Dylan Muir, the head of research at SynSense. They discuss the company’s products, including Speck, Xylo, and Rockpool, some of the design choices that were made to bring these to market, and their recent acquisition of sister company IniVation. Discussion follows with Dr. Giulia D’Angelo from the Fortiss research institute in Munich, and Professor Ral...
AI inferencing, Software Ecosystems and Trends in Industrial Automation 09.05.2024 28:52
This week’s EE Times Current features three exclusive interviews recently conducted by embedded.com’s editor-in-chief, Nitin Dahad at Embedded World 2024 in Nuremberg. Nitin discussed topics including AI inferencing, Software Ecosystems and Trends in Industrial Automation.
Half-Human–Scale SpiNNaker 2 Machine on Cloud in 2024 03.05.2024 43:25
In this episode, Dr. Sunny Bains talks with Professor Christian Mayr from the Technical University of Dresden, who worked on SpiNNaker with Steve Furber for many years. He is taking that project into the future with SpiNNaker 2, which is mostly built, SpiNNaker 3, which is his next design project, and the startup SpiNNcloud . Discussion follows with Dr. Giulia D’Angelo Marie Curie Fellow at The Cz...
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