AHaH Computing–From Metastable Switches to Attractors to Machine Learning Abstract Modern computing architecture based on the separation of memory and processing leads to a well known problem called the von Neumann bottleneck, a restrictive limit on the... read more
Communication is not Free Communication is not free. It takes energy to move data around. In integrated circuits we can move data with electrons on metal wires or, more recently, with photons in waveguides. Photons are a great choice for long-distance com... read more
Mimicking Nature’s Computers How does nature compute? Attempting to answer this question naturally leads one to consider biological nervous systems, although examples of computation abound in other manifestations of life. Some examples include plant... read more
Introduction to AHaH Computing Alex Nugent’s guest lecture for the Brain Inspired Computing class of Dr. Dhireesha Kudithipudi at Rochester Institute of Technology, April 9th 2015. Alex introduces AHaH Computing, providing motivation for its foundat... read more
I recently made the pilgrimage to our local movie theater to view the latest ‘rise of the machines’ artificial intelligence flick. I always make a point of watching these movies (AI, Terminator, iRobot, Transcendence, etc), as I am interested ... read more
Knowm Collaborates with Pioneer Dr. Dhireesha Kudithipudi at RIT As Knowm Inc. moves from AHaH Computing theory to the production of memristive Thermodynamic RAM (kT-RAM) we must work with the most experienced, intelligent and creative minds in the field.... read more
The Knowm API To develop Machine Learning applications with the Knowm API you’ll need to understand the basics of AHaH computing and kT-RAM. The Knowm API is our programming interface with the digital emulator of Thermodynamic-RAM a.k.a kT-RAM. As w... read more
Building a Linear Classifier with the Knowm API A Classifier is a Machine Learning tool which is able to place incoming examples into categories. On an abstract level it is the process of making a decision and is thus a fundamentally important task of int... read more
Robotic Arm Motor Control Motor control is the process by which sensory information about the world and the current state of the body is used to execute actions to generate movement. Reinforcement Learning can be used to train an autonomous motor controll... read more
Machine Learning with Thermodynamic RAM and the Knowm API Intelligence is our ally for understanding the world around us, and at Knowm Inc. we want to build the most intelligent machines the world has ever seen. We have taken our inspiration by observing ... read more
