<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Week 7 Homework: Genetic Circuits Part II: Neuromorphic Circuits :: 2026a-maria-darabus</title><link>https://pages.htgaa.org/2026a/maria-darabus/homework/week-07-hw-genetic-circuits-part-ii/index.html</link><description>Assignment Part 1: Intracellular Artificial Neural Networks (IANNs) 1. What advantages do IANNs have over traditional genetic circuits, whose input/output behaviors are Boolean functions? -Traditional genetic circuits typically operate on Boolean logic, which processes inputs as binary states (0 or 1). IANNs offer several advantages:
-Analog Integration - unlike Boolean circuits, IANNs can process graded signals, this allows cells to respond proportionally to varying concentrations of chemicals or light.
-Scalability - to achieve complex decision-making with Boolean logic, you need a massive number of gates, which places a heavy metabolic burden on the cell, IANNs can achieve classification or pattern recognition using fewer components by adjusting binding affinities or promoter strengths.
-Non-Linear Processing - IANNs utilize activation functions, this allows them to filter noise and handle non-linear relationships between inputs.</description><generator>Hugo</generator><language>en</language><atom:link href="https://pages.htgaa.org/2026a/maria-darabus/homework/week-07-hw-genetic-circuits-part-ii/index.xml" rel="self" type="application/rss+xml"/></channel></rss>