The second, Iterative Expansion (IE), is a simple recursive algorithm that uses linear space and incurs little overhead. Experiments indicate that both algo- rithms perform well.Russell, StuartS.J. Russell. E c
cases where the memory is soldered down, the BIOS is configured with thememory configuration; however, it is also possible for memory-down motherboards to incorporate serial SPD PROM to allow for multiple and updatable memory configurations to be handled efficiently by a single BIOS algorithm. ...
Optimizing memory-bounded controllers for decentralized POMDPs - Amato, Bernstein, et al. - 2007 () Citation Context ...ery time-step the actors in the world can dynamically compute their next action without needing to plan their entire policy. 7 Experiments We tested our algorithm on six ...
In particular, we adapted the Equilibrium Propagation (EP) algorithm26, a contrastive learning-based method that ‘nudges’ the system’s state towards the desired state, rather than clamping it as is done in standard contrastive Hebbian learning (CHL)22. We used EP instead of CHL due to its...
Pairwise learning is a specialized form of supervised learning that focuses on predicting outcomes for pairs of objects. In this paper, we formulate the pa
Another class of memory models which avoid catastrophic forgetting are models with bounded (continuous or discrete) synaptic strengths14,15. These models also give rise to a palimpsestic behavior qualitatively similar to synaptic decay models: only new memories up until a critical age are retrievabl...
HiCOPS to avoid a 50% performance loss in database indexing step for our GPUs (see Performance Evaluation section). Finally, we compared the peptide identification results between GiCOPS and MSFragger7(a database search engine that employs a similar, but proprietary, fragment-ion based algorithm)...
Avoid memory leaks by having a bounded pool size Avoid memory fragmentation Allow for multiple ways to read and write data that will avoid extraneous allocations Provide excellent debuggability and logging Provide metrics for performance tracking ...
Efficient concurrent bounded FIFO data structures with various performance trade-off. This includes specialization for single-reader, many-reader, single-writer and many-writer. ck_fifo A reference implementation of the first published lock-free FIFO algorithm, with specialization for single-enqueuer-sin...
This behavior is different from on-chip memories, latency to which tends to be bounded. • The theoretical throughput number to the DDR memories is not achieved in practice. Both aspects can be made visible by benchmarking the DDR performance as described elsewhere. We show an example below ...