Fusing brain-inspired hardware with advanced software, pioneering the future of artificial intelligence.
Pushing the boundaries of neuromorphic computing.
Harnessing physical dynamics for high-speed, ultra-low power inference. We focus on memristive crossbar arrays to perform compute-in-memory, bypassing the von Neumann bottleneck.
Learn moreDeveloping algorithms that bypass traditional backpropagation. Our models leverage local learning rules and spike-timing-dependent plasticity (STDP) to enable efficient on-chip adaptation.
Learn moreMoving beyond gradient descent. We utilize evolutionary strategies and genetic algorithms to optimize non-differentiable hardware parameters, enabling neural systems to self-organize and adapt in volatile environments.
Learn moreA selection of recent work.
A fully memristive spiking neural network with spatiotemporal heterogeneity: each neuron has a distinct, input-adaptive time constant, enabling end-to-end BPTT training without ADCs or comparators, and providing strong robustness to RRAM stuck-at faults.
A fully memristive spiking neural network with spatiotemporal heterogeneity: each neuron has a distinct, input-adaptive time constant, enabling end-to-end BPTT training without ADCs or comparators, and providing strong robustness to RRAM stuck-at faults.
How to install, configure, and deploy Astro Rocket — covering site.config.ts, brand colours, navigation, writing posts, and deploying to Vercel.
A complete walkthrough of Astro Rocket's configuration options: 12 colour themes, OKLCH colours, typography, radius and shadow tokens, header styles, dark mode, and more.
How the new opt-in i18n system works, what it adds when you turn it on, and the exact steps to ship your site in English plus a second language.