Embedded is the show for people who love gadgets. Making them, breaking them, and everything in between. Weekly interviews with engineers, educators, and enthusiasts. Find the show, blog, and more at embedded.fm.
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Daily Deals
Rippling Signals May Provide Working Memory in the Brain
Manage episode 480680069 series 3602913
Content provided by Dr Sunny Bains. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Dr Sunny Bains or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
For 50 years Dr. Terry Sejnowski has modelled the brain and used his insights to help inform AI. In this episode of Brains and Machines, he 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. Discussion follows with Dr. Giulia D’Angelo from the Czech Technical University in Prague and Professor Ralph Etienne-Cummings of Johns Hopkins University.
26 episodes
ShareManage episode 480680069 series 3602913
Content provided by Dr Sunny Bains. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Dr Sunny Bains or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
For 50 years Dr. Terry Sejnowski has modelled the brain and used his insights to help inform AI. In this episode of Brains and Machines, he 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. Discussion follows with Dr. Giulia D’Angelo from the Czech Technical University in Prague and Professor Ralph Etienne-Cummings of Johns Hopkins University.
26 episodes
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Brains and Machines
1 Rippling Signals May Provide Working Memory in the Brain 50:12
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Play Later Play Later Lists Like LikedFor 50 years Dr. Terry Sejnowski has modelled the brain and used his insights to help inform AI. In this episode of Brains and Machines , he 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. Discussion follows with Dr. Giulia D’Angelo from the Czech Technical University in Prague and Professor Ralph Etienne-Cummings of Johns Hopkins University.…
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Brains and Machines
1 Making Analog Chip Designs Without Analog Designers 47:19
47:19 Play Later Play Later Lists Like Liked47:19
Play Later Play Later Lists Like LikedDr. 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 Etienne-Cummings of Johns Hopkins University.…
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Brains and Machines
1 BrainChip’s IP for Targeting AI Applications at the Edge 46:03
46:03 Play Later Play Later Lists Like Liked46:03
Play Later Play Later Lists Like LikedTony Lewis, CTO for BrainChip, and four other key scientists talk to Sunny Bains of the 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 Giulia D’Angelo from the Czech Technical University in Prague and Ralph Etienne-Cummings of Johns Hopkins University.…
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Brains and Machines
1 Robots Need Physical, Not Just Artificial, Intelligence 47:36
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Play Later Play Later Lists Like LikedIn this episode of Brains and Machines, emeritus Professor 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 Professor Ralph Etienne-Cummings of Johns Hopkins University.…
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Brains and Machines
1 Embracing the Efficiency of the Neuromorphic Hairball 46:47
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Play Later Play Later Lists Like LikedIn this new episode of Brains and Machines, 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.…
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Brains and Machines
1 Chip Combines Analog and Digital Neurons for Sensor Data 47:36
47:36 Play Later Play Later Lists Like Liked47:36
Play Later Play Later Lists Like LikedIn this episode of Brains and Machines, UCL’s Sunny Bains talks to four key figures at Innatera , a spin out from the University of Delft in the Netherlands: Dr Petrut Bogdan, Neuromorphic Architect; Dr Amir Zjajo, Chief Scientific Officer; Vasile Toma, Vice President for Engineering; and Dr Sumeet Kumar, Chief Executive Officer. 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 Marie Curie Fellow at The Czech Technical University in Prague, and Professor Ralph Etienne-Cummings of Johns Hopkins University.…
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Brains and Machines
1 Carver Mead Says Neuromorphic Efficiency Can Help AI 1:04:49
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Play Later Play Later Lists Like LikedIn this episode of Brains and Machines, UCL’s 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 Marie Curie Fellow at The Czech Technical University in Prague, and Professor Ralph Etienne-Cummings of Johns Hopkins University.…
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Brains and Machines
1 Next-Gen Neuromorphic Researchers Look to Future 51:43
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Play Later Play Later Lists Like LikedIn 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) in Stockholm, Sweden; and Dr. Fabrizio Ottati, an AI/ML computer architect at NXP Semiconductors in Hamburg, Germany. They discuss learning rules for spiking neural networks, primitives for computations on neuromorphic hardware, and the benefits and drawbacks of neuromorphic engineering.…
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Brains and Machines
1 SynSense Research Head Talks Combined Sensing, Processing 45:17
45:17 Play Later Play Later Lists Like Liked45:17
Play Later Play Later Lists Like LikedIn this episode of Brains and Machines , 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 Czech Technical University in Prague, and Professor Ralph Etienne-Cummings of Johns Hopkins University.…
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1 Half-Human–Scale SpiNNaker 2 Machine on Cloud in 2024 42:20
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Play Later Play Later Lists Like LikedIn this episode of Brains and Machines , 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 Czech Technical University in Prague, and Professor Ralph Etienne-Cummings of Johns Hopkins University.…
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Brains and Machines
1 Bio-Inspired Networks to Interface With Nervous System 44:10
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Play Later Play Later Lists Like LikedIn this episode of Brains and Machines , Dr. Elisa Donati of the Institute of Neuroinformatics in Zurich talks to Dr. Sunny Bains about neuromorphic circuits for prosthetics, drug delivery, and more. Discussion follows with Dr. Giulia D’Angelo from the Czech Technical University in Prague , and Professor Ralph Etienne-Cummings of Johns Hopkins University.…
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Brains and Machines
1 Choosing the Right Technologies for Hybrid AI Chips 51:30
51:30 Play Later Play Later Lists Like Liked51:30
Play Later Play Later Lists Like LikedIn this episode of Brains and Machines , Dr. Sunny Bains discusses neuromorphic chips with Dr. Amirreza Yousefzadeh, who most recently worked at imec and the University of Twente. He has a broad background in electronics, starting with digital and then moving into neuromorphic, and he’s spent time both in industry and research. This sets him up neatly to work on hybrid AI SoCs. Discussion follows with Dr. Giulia D’Angelo from the Fortiss research institute in Munich, and Professor Ralph Etienne-Cummings of Johns Hopkins University.…
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Brains and Machines
1 Why Sound Processing Takes Time, Not Just Frequency 44:35
44:35 Play Later Play Later Lists Like Liked44:35
Play Later Play Later Lists Like LikedIn this episode of Brains and Machines , Professor Shih-Chii Liu , co-director of the Sensors Group at the Institute of Neuroinformatics (INI)—part of both the ETH and the University of Zurich, Switzerland—talks to Brains and Machines host, Dr. Sunny Bains , about neuromorphic cochlea, sparsity and deep networks, and what it will take for the technology to solve real problems in industry. Discussion follows with Dr. Giulia D’Angelo from the Czech Technical University in Prague , and Professor Ralph Etienne-Cummings of Johns Hopkins University.…
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Brains and Machines
1 Algorithms Help Spiking Neural Networks Learn to Learn 44:12
44:12 Play Later Play Later Lists Like Liked44:12
Play Later Play Later Lists Like LikedIn this episode of Brains and Machines , Professor Emre Neftci, director of the Neuromorphic Software Ecosystems group at the Peter Grünberg Institute (PGI), 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. Discussion follows with Dr. Giulia D’Angelo from the Fortiss research institute in Munich, and Professor Ralph Etienne-Cummings of Johns Hopkins University.…
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Brains and Machines
1 Giving the Humanoid iCub Embodied, Neuromorphic Vision 44:48
44:48 Play Later Play Later Lists Like Liked44:48
Play Later Play Later Lists Like LikedDr. Chiara Bartolozzi , head of the event-driven perception for the robotics group at the Italian Institute for Technology (IIT) in Genoa, develops analog sub-threshold circuits to make bio-inspired brains for robots. Her group focuses on exploiting information from event-driven vision and tactile sensors for cognitive tasks, and she works extensively with iCub: a research platform in the form of a robot child, developed in Italy and used throughout Europe. In this episode of Brains and Machines , you’ll hear her talk to Dr. Sunny Bains about how neuromorphic technology can be used to implement attention mechanisms, the importance of embodiment, and why we need a solid theory of how neural systems can work together to create intelligence. Discussion follows with Dr. Giulia D’Angelo from the Czech Technical University in Prague, and Professor Ralph Etienne-Cummings of Johns Hopkins University.…
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Embedded is the show for people who love gadgets. Making them, breaking them, and everything in between. Weekly interviews with engineers, educators, and enthusiasts. Find the show, blog, and more at embedded.fm.
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