The evolution of neural networks is a fascinating story filled with innovation, groundbreaking breakthroughs, near-fatal setbacks, and remarkable comebacks. From early concepts rooted in neuroscience ...

The world, and countless generations of interactions with it, coaxed our brains to evolve in the unique way that humans perceive reality. And yet, thanks to the past century's developments in ...

Abstract: In the field of Internet of Things (IoT), the intrusion detection data is scarce because of the network security and privacy. This article proposes a domain adaptive IoT intrusion detection ...

Alternative paradigms to the von Neumann computing scheme are currently arousing huge interest. Oscillatory neural networks (ONNs) using emerging phase-change materials like VO 2 constitute an ...

In your brain, neurons are arranged in networks big and small. With every action, with every thought, the networks change: neurons are included or excluded, and the connections between them strengthen ...

The basal ganglia (BG) contribute to reinforcement learning (RL) and decision-making, but unlike artificial RL agents, it relies on complex circuitry and dynamic dopamine modulation of opponent ...

Abstract: Norbert Wiener invented the word cybernetics and wrote a book by that name. The subject was feedback and control in the human body. The new book, “Cybernetics 2.0: a General Theory of ...

Spiking neural network (SNN) is considered to be the brain-like model that best conforms to the biological mechanism of the brain. Due to the non-differentiability of the spike, the training method of ...