AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
TL;DR
This work demonstrates that only five cell types, each encoding a simple operation, can be scaled to create complex computational operations, and designs bacteria that can be easily reconfigured to perform computations on a solid surface.
Cells make decisions through densely interconnected regulatory networks that compute graded, analog responses[1, 2]. Synthetic biology has made cells programmable, but the field’s dominant abstractions poorly match the analog nature of cells. Designing analog circuits that work in cells is challenging: predicting how c...
The design and simulation of a complete set of fundamental logic gates—including AND, OR, NOT, NAND, NOR, XOR, and a combined AND-OR architecture—implemented using minimalist microfluidic geometries and low molecule counts are presented.
ABSTRACT Logic circuits, a cornerstone of digital computation, have been increasingly adapted to microfluidic systems to enable autonomous, programmable fluidic operations that can also interact with the environment. Unlike traditional microfluidics, which rely on enclosed channels and external pumps, open microfluidic...
Activation functions are critical to artificial neural networks; however, their implementation in DNA circuitry has remained a long-standing challenge, impeding the advancement of DNA circuits in artificial intelligence. This paper constructs a step function through idealized reactions and utilizes this function to imp...
Neuromorphic and unconventional computing aim to replicate the adaptive, parallel, and energy-efficient information processing of biological systems. Achieving this functionality with sustainable, biocompatible materials remains a key challenge. Here, we demonstrate a protein-based colloidal computing platform using eg...
Recent years have seen a rise in the development of biodegradable and edible electronics for medical and robotic applications, but fluid‐based circuits and computation with biodegradable and edible materials remain a challenge. Here we describe methods for developing milli‐fluidic logic circuits that are fully biodeg...
We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.