Brain-inspired computing
Explore computing approaches inspired by neural signaling, with attention to the tasks they might serve and the evidence needed to evaluate them.
AURORA RESEARCH · PROJECT OVERVIEW
Neuromorphic
Computing
Exploring brain-inspired computation, hybrid computer concepts, and memory systems that could shape future machines.
Brain-inspired computationJANUS-X / NCE hardwareMemory research
THE BASICS
The idea at a glance.
Hybrid architectures
Examine how neuromorphic computing, photonic/data interfaces, and memory systems might work together in JANUS-X, with modular NCE/EGG hardware as a proposed implementation.
Memory & recovery
Examine the questions behind preserving information, recording a system's state, and assessing what could be restored.
The professional NCE/EGG engineering program is documented separately by Aurora Design Systems. Its public illustrations show conceptual hardware, not validated production systems.
PROPOSED NONFICTION BY EVAN COFFIELD
Two ways into the subject.
A reader-friendly introduction and a more technical architecture companion.
PROPOSED BOOK · THE INTRODUCTION
Beyond Silicon
Exploring Neuromorphic and Biological Computing
An accessible exploration of the ideas, demonstrated research, and open questions behind emerging computing approaches.
View concept cover ↗
PROPOSED BOOK · THE COMPANION
JANUS-X
Architecture for a Hybrid Computing System
A proposed architecture reference covering JANUS-X hybrid computing, modular Neuromorphic Computing Ellipsoid (NCE/EGG) hardware, interfaces, integration, verification, and open engineering questions.
View concept cover ↗Concept covers and working titles. These publications are in development and are not yet available for purchase. The system illustration depicts a design concept.
Research and evidence basis
The proposed books draw on the JANUS-X neuromorphic architecture, biological computing research, CSSA crystalline storage, TFEM memory, and NCE/EGG modular hardware studies. Concepts and unverified performance claims remain under engineering review.