Neuromorphic Computing in CMOS

As the work becomes more and more data oriented where traditional computing is replaced by machine learning inspired paradigms, reducing power has become the need of hour. With CMOS inspired scalable hardware and alternate computing with novel materials such as memristors and unconventional computing such as oscillatory neural networks, our research in ICA creates microelectronic solutions integrating spiking neural networks (SNN), compute-in-memory(CIM), oscillatory neural networks (ONN) in a small form factor.