Neuron Device

Neuron devices aim to create artificial neurons and neural networks for applications in neuroprosthetics and neuromorphic computing. Current research focuses on developing energy-efficient, low-power designs using various architectures, including spiking neural networks (SNNs) employing algorithms like Spike-timing-dependent plasticity (STDP), and artificial neural networks (ANNs) for real-time signal processing and classification. These advancements are crucial for creating implantable devices capable of accurate and responsive control of prosthetics, seizure detection, and improved treatment of neurological disorders, ultimately improving the lives of patients with various conditions.