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A Strike-Search is one way of turning kT-RAM into a stochastic gradient ascent algorithm. It is an interesting computational structure that emerges from the more general Fractal Flow Fabric. The process mimics lighting as it puts ‘feelers’ out into the
After over a decade of research and two years of intense development, the publication of AHaH Computing marks the beginning of what we hope to be a strong contender for the future of computing and machine learning. Learn about Knowm and check
Looking for talented nature-loving programmers We seek experienced, nature-loving computer programmers for full or part-time time positions. Candidates must be proficient in Java and at least one other programming language. Ability to assemble and maintain Linux servers is a must.
encodingResolution from Knowm on Vimeo. The A2D Anti-Hebbian spike encoder allocates more resolution to regions of higher data density. Each color represents a unique output spike ID. This is a standard “go to” auto encoder for real-valued signals and will efficiently produce a
What comes first…NPU or Apps? We are pleased to report that we have ported the AHaH! benchmark modules to the kT-RAM Emulator with interchangeable kT-Cores with no degradation in functional performance! Our kT-RAM based classifier with digital cores is more
We have initiate a collaboration with Kris Campbell of Boise State University, an exceptionally talented and experienced memristor developer. After more than a decade of dreaming and thinking about these devices, its almost surreal to see them on the desk, switching
Our new kT-RAM architecture with interchangeable kT-Cores enables us to rapidly test memristor models and digital kT-Core emulator designs. Is memristor X,Y or Z compatible with kT-RAM and AHaH Computing? Answering this question is now as simple as defining a
Emerging Algorithms for Autonomous Sense-Making Operations. Building on the success of our phase-I effort, MANC will commence a two-year development of the Scalable and Extensible Neural Sense Making Engine (SENSE) for the Air Force Research Laboratory. The SENSE Server will
Continuous-Value Spike Encoding We have demonstrated A2D encoding via the 2-1 two-phase circuit. This results enables spike-encoding of continuous-valued signals via the AHaH NPU. Not only is the AHaH NPU computationally complete, it can also convert real-valued signals to the