the encoder/decoder pair vs sum up

Some examples from the web:

• Hopping code provides extremely high security for the encoder/decoder pair and prevents unauthorized access to the receiver and decoder by means of signal ...
• Jun 1, 2015 ... This second approach does not require labeled data; rather it merely optimizes the encoder-decoder pair such that good task performance ...
• In general, optimal performance is achievable only when the encoder–decoder pair and controller are designed jointly. There are examples, however, when the  ...
• LDPC encoder and decoder based on the IEEE 802.11n draft specification [1]. The encoder/decoder pair supports twelve combinations of block lengths 648, ...

Some examples from the web:

• They can sum up a whole life perfectly.
• Allow me to briefly sum up the approach that I advocate.
• Let me sum up this policy as it stands today.
• As Chairman of the Industry Committee, I have presented an opinion which I would sum up by means of four points.
• Let me once again sum up the Amsterdam Treaty's Asylum Protocol.
• I thought I might just sum up what I feel...
• Rebellious, powerful, and reckless perfectly sum up Xaxos.
• And these words sum up perfectly the Group's general mission.
• These simple words perfectly sum up the philosophy of Botín.
• These sayings sum up the essential point of reforming the EU market in wine.
• Prevention, coordination and intelligence are the three words that sum up our strategy for tackling this huge threat.
• I can sum up Pat Farrell in ten words.
• Have you realised that these fees from unsold items can sum up quickly.
• These two or three sentences sum up the practice completely.
• I sum up from that survey on SET2.
• These words sum up the guiding spirit behind the design of our rooms.
• And for some reason it seemed to perfectly sum up how I felt about Gemma.
• And try and sum up the reason for applying in eight words or less.
• Now, let me sum up the facts thus far.
• With this phrase we can sum up the talk given by Brother Genaro Sáenz de Ugarte in the Instituto La Salle Rosario on September 23rd.